Summarization
Summarization
2023-01-31
Benchmarking Large Language Models for News Summarization
Tianyi Zhang, Faisal Ladhak, Esin Durmus, Percy Liang, Kathleen McKeown, Tatsunori B. Hashimoto
arXiv_AI
arXiv_AI
Zero-Shot
Few-Shot
Summarization
Language_Model
PDF
2023-01-31
Do Multi-Document Summarization Models Synthesize?
Jay DeYoung, Stephanie C. Martinez, Iain J. Marshall, Byron C. Wallace
arXiv_CL
arXiv_CL
Review
Pose
Summarization
Medical
PDF
2023-01-31
Archive TimeLine Summarization : Conceptual Framework for Timeline Generation over Historical Document Collections
Nicolas Gutehrlé (CRIT), Antoine Doucet (L3I), Adam Jatowt
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Summarization
PDF
2023-01-31
LogAI: A Library for Log Analytics and Intelligence
Qian Cheng, Amrita Saha, Wenzhuo Yang, Chenghao Liu, Doyen Sahoo, Steven Hoi
arXiv_AI
arXiv_AI
Face
Deep_Learning
Detection
Summarization
PDF
2023-01-30
LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form Summarization
Kalpesh Krishna, Erin Bransom, Bailey Kuehl, Mohit Iyyer, Pradeep Dasigi, Arman Cohan, Kyle Lo
arXiv_CL
arXiv_CL
Face
Survey
Summarization
PDF
2023-01-30
Exploring AI Ethics of ChatGPT: A Diagnostic Analysis
Terry Yue Zhuo, Yujin Huang, Chunyang Chen, Zhenchang Xing
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2023-01-29
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality
Xinnian Liang, Shuangzhi Wu, Chenhao Cui, Jiaqi Bai, Chao Bian, Zhoujun Li
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
PDF
2023-01-28
MQAG: Multiple-choice Question Answering and Generation for Assessing Information Consistency in Summarization
Potsawee Manakul, Adian Liusie, Mark J. F. Gales
arXiv_CL
arXiv_CL
Pose
Summarization
QA
Matching
PDF
2023-01-27
Understanding the Effectiveness of Very Large Language Models on Dialog Evaluation
Jessica Huynh, Cathy Jiao, Prakhar Gupta, Shikib Mehri, Payal Bajaj, Vishrav Chaudhary, Maxine Eskenazi
arXiv_CL
arXiv_CL
Summarization
Language_Model
PDF
2023-01-27
Incorporating Knowledge into Document Summarization: an Application of Prefix-Tuning on GPT-2
Chen Chen, Wei Emma Zhang
arXiv_AI
arXiv_AI
Knowledge
Pose
Summarization
PDF
2023-01-27
Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately
Xin Cheng, Shen Gao, Yuchi Zhang, Yongliang Wang, Xiuying Chen, Mingzhe Li, Dongyan Zhao, Rui Yan
arXiv_AI
arXiv_AI
Sentiment_Classification
Review
Pose
Action
Classification
Sentiment
Summarization
PDF
2023-01-26
LoRaLay: A Multilingual and Multimodal Dataset for Long Range and Layout-Aware Summarization
Laura Nguyen, Thomas Scialom, Benjamin Piwowarski, Jacopo Staiano
arXiv_CL
arXiv_CL
Salient
Pose
Action
Summarization
PDF
2023-01-25
SWING: Balancing Coverage and Faithfulness for Dialogue Summarization
Kung-Hsiang Huang, Siffi Singh, Xiaofei Ma, Wei Xiao, Feng Nan, Nicholas Dingwall, William Yang Wang, Kathleen McKeown
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
Inference
PDF
2023-01-20
A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis
Thanveer Shaik, Xiaohui Tao, Yan Li, Christopher Dann, Jacquie Mcdonald, Petrea Redmond, Linda Galligan
arXiv_CL
arXiv_CL
Review
Deep_Learning
Sentiment
Summarization
PDF
2023-01-20
Document Summarization with Text Segmentation
Lesly Miculicich, Benjamin Han
arXiv_CL
arXiv_CL
Segmentation
Summarization
Prediction
PDF
2023-01-17
On the State of German Text Summarization
Dennis Aumiller, Jing Fan, Michael Gertz
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2023-01-17
Transformer Based Implementation for Automatic Book Summarization
Siddhant Porwal, Laxmi Bewoor, Vivek Deshpande
arXiv_AI
arXiv_AI
Transformer
Self-Supervised
Attention
Summarization
Language_Model
PDF
2023-01-13
Natural Language Processing of Aviation Occurrence Reports for Safety Management
Patrick Jonk, Vincent de Vries, Rombout Wever, Georgios Sidiropoulos, Evangelos Kanoulas
arXiv_CL
arXiv_CL
Transformer
Classification
Summarization
PDF
2023-01-12
Learning to Summarize Videos by Contrasting Clips
Ivan Sosnovik, Artem Moskalev, Cees Kaandorp, Arnold Smeulders
arXiv_CV
arXiv_CV
Unsupervised
Pose
Contrastive_Learning
Summarization
PDF
2023-01-10
Recommending Root-Cause and Mitigation Steps for Cloud Incidents using Large Language Models
Toufique Ahmed, Supriyo Ghosh, Chetan Bansal, Thomas Zimmermann, Xuchao Zhang, Saravan Rajmohan
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Summarization
Language_Model
PDF
2023-01-09
Active Learning for Abstractive Text Summarization
Akim Tsvigun, Ivan Lysenko, Danila Sedashov, Ivan Lazichny, Eldar Damirov, Vladimir Karlov, Artemy Belousov, Leonid Sanochkin, Maxim Panov, Alexander Panchenko, Mikhail Burtsev, Artem Shelmanov
arXiv_CL
arXiv_CL
Text_Classification
Pose
Action
Classification
Summarization
PDF
2023-01-09
Cursive Caption Text Detection in Videos
Ali Mirza, Imran Siddiqi
arXiv_AI
arXiv_AI
Detection
Object_Detection
Summarization
Caption
CNN
PDF
2023-01-05
What You Say Is What You Show: Visual Narration Detection in Instructional Videos
Kumar Ashutosh, Rohit Girdhar, Lorenzo Torresani, Kristen Grauman
arXiv_CV
arXiv_CV
Pose
Action
Detection
Summarization
PDF
2023-01-05
Unsupervised Broadcast News Summarization; a comparative study on Maximal Marginal Relevance and Latent Semantic Analysis
Majid Ramezani, Mohammad-Salar Shahryari, Amir-Reza Feizi-Derakhshi, Mohammad-Reza Feizi-Derakhshi
arXiv_CL
arXiv_CL
Unsupervised
Speech
Summarization
PDF
2023-01-04
A comprehensive review of automatic text summarization techniques: method, data, evaluation and coding
Daniel O. Cajueiro, Arthur G. Nery, Igor Tavares, Maísa K. De Melo, Silvia A. dos Reis, Li Weigang, Victor R. R. Celestino
arXiv_CL
arXiv_CL
Review
GAN
Summarization
PDF
2023-01-02
Follow the Timeline! Generating Abstractive and Extractive Timeline Summary in Chronological Order
Xiuying Chen, Mingzhe Li, Shen Gao, Zhangming Chan, Dongyan Zhao, Xin Gao, Xiangliang Zhang, Rui Yan
arXiv_CL
arXiv_CL
Pose
Attention
Summarization
PDF
2022-12-25
GAE-ISumm: Unsupervised Graph-Based Summarization of Indian Languages
Lakshmi Sireesha Vakada, Anudeep Ch, Mounika Marreddy, Subba Reddy Oota, Radhika Mamidi
arXiv_CL
arXiv_CL
Unsupervised
Pose
Deep_Learning
Summarization
Language_Model
PDF
2022-12-24
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension
Borui Wang, Chengcheng Feng, Arjun Nair, Madelyn Mao, Jai Desai, Asli Celikyilmaz, Haoran Li, Yashar Mehdad, Dragomir Radev
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
Language_Model
Prediction
PDF
2022-12-23
From Judgement's Premises Towards Key Points
Oren Sultan, Rayen Dhahri, Yauheni Mardan, Tobias Eder, Georg Groh
arXiv_AI
arXiv_AI
Classification
Summarization
Matching
PDF
2022-12-22
Methodological reflections for AI alignment research using human feedback
Thilo Hagendorff, Sarah Fabi
arXiv_AI
arXiv_AI
Summarization
Language_Model
PDF
2022-12-21
Generating Multiple-Length Summaries via Reinforcement Learning for Unsupervised Sentence Summarization
Dongmin Hyun, Xiting Wang, Chanyoung Park, Xing Xie, Hwanjo Yu
arXiv_AI
arXiv_AI
Unsupervised
Reinforcement_Learning
Pose
Summarization
PDF
2022-12-21
Attend to the Right Context: A Plug-and-Play Module for Content-Controllable Summarization
Wen Xiao, Lesly Miculicich, Yang Liu, Pengcheng He, Giuseppe Carenini
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Few-Shot
Attention
Summarization
PDF
2022-12-21
OpineSum: Entailment-based self-training for abstractive opinion summarization
Annie Louis, Joshua Maynez
arXiv_AI
arXiv_AI
Unsupervised
Review
Few-Shot
Summarization
PDF
2022-12-21
Tracing and Removing Data Errors in Natural Language Generation Datasets
Faisal Ladhak, Esin Durmus, Tatsunori Hashimoto
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-12-21
Extractive Text Summarization Using Generalized Additive Models with Interactions for Sentence Selection
Vinícius Camargo da Silva, João Paulo Papa, Kelton Augusto Pontara da Costa
arXiv_CL
arXiv_CL
Action
Classification
Summarization
PDF
2022-12-20
mFACE: Multilingual Summarization with Factual Consistency Evaluation
Roee Aharoni, Shashi Narayan, Joshua Maynez, Jonathan Herzig, Elizabeth Clark, Mirella Lapata
arXiv_CL
arXiv_CL
Face
Summarization
Language_Model
PDF
2022-12-20
PairReranker: Pairwise Reranking for Natural Language Generation
Dongfu Jiang, Bill Yuchen Lin, Xiang Ren
arXiv_AI
arXiv_AI
Pose
Summarization
Text_Generation
Language_Model
PDF
2022-12-20
Exploring the Challenges of Open Domain Multi-Document Summarization
John Giorgi, Luca Soldaini, Bo Wang, Gary Bader, Kyle Lo, Lucy Lu Wang, Arman Cohan
arXiv_AI
arXiv_AI
Summarization
PDF
2022-12-20
SLUE Phase-2: A Benchmark Suite of Diverse Spoken Language Understanding Tasks
Suwon Shon, Siddhant Arora, Chyi-Jiunn Lin, Ankita Pasad, Felix Wu, Roshan Sharma, Wei-Lun Wu, Hung-Yi Lee, Karen Livescu, Shinji Watanabe
arXiv_CL
arXiv_CL
Recognition
Speech
Classification
Attention
Summarization
Speech_Recognition
Inference
PDF
2022-12-20
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization
Artidoro Pagnoni, Alexander R. Fabbri, Wojciech Kryściński, Chien-Sheng Wu
arXiv_CL
arXiv_CL
Unsupervised
OCR
Summarization
QA
PDF
2022-12-20
Needle in a Haystack: An Analysis of Finding Qualified Workers on MTurk for Summarization
Lining Zhang, João Sedoc, Simon Mille, Yufang Hou, Sebastian Gehrmann, Daniel Deutsch, Elizabeth Clark, Yixin Liu, Miruna Clinciu, Saad Mahamood, Khyathi Chandu
arXiv_CL
arXiv_CL
Summarization
PDF
2022-12-20
EIT: Enhanced Interactive Transformer
Tong Zheng, Bei Li, Huiwen Bao, Tong Xiao, Jingbo Zhu
arXiv_CL
arXiv_CL
Transformer
Pose
Action
Attention
Summarization
Language_Model
PDF
2022-12-20
Toward Human-Like Evaluation for Natural Language Generation with Error Analysis
Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao
arXiv_CL
arXiv_CL
Transformer
Summarization
Language_Model
PDF
2022-12-20
A Survey on Pretrained Language Models for Neural Code Intelligence
Yichen Xu, Yanqiao Zhu
arXiv_CL
arXiv_CL
Review
Survey
Deep_Learning
Summarization
Language_Model
PDF
2022-12-20
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation
Tianxing He, Jingyu Zhang, Tianle Wang, Sachin Kumar, Kyunghyun Cho, James Glass, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Bert
Pose
Summarization
Text_Generation
Language_Model
PDF
2022-12-20
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
Yu Li, Baolin Peng, Pengcheng He, Michel Galley, Zhou Yu, Jianfeng Gao
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Optimization
Self-Supervised
Pose
Few-Shot
Attention
Summarization
PDF
2022-12-20
On Improving Summarization Factual Consistency from Natural Language Feedback
Yixin Liu, Budhaditya Deb, Milagro Teruel, Aaron Halfaker, Dragomir Radev, Ahmed H. Awadallah
arXiv_CL
arXiv_CL
Pose
Summarization
Language_Model
PDF
2022-12-20
BUMP: A Benchmark of Unfaithful Minimal Pairs for Meta-Evaluation of Faithfulness Metrics
Liang Ma, Shuyang Cao, Robert L. Logan IV, Di Lu, Shihao Ran, Ke Zhang, Joel Tetreault, Aoife Cahill, Alejandro Jaimes
arXiv_CL
arXiv_CL
Ontology
Relation
Summarization
PDF
2022-12-20
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise
Kundan Krishna, Yao Zhao, Jie Ren, Balaji Lakshminarayanan, Jiaming Luo, Mohammad Saleh, Peter J. Liu
arXiv_CL
arXiv_CL
Knowledge
Pose
Action
Summarization
Inference
PDF
2022-12-19
Inverse Reinforcement Learning for Text Summarization
Yu Fu, Deyi Xiong, Yue Dong
arXiv_CL
arXiv_CL
Reinforcement_Learning
Optimization
Summarization
PDF
2022-12-19
What to Read in a Contract? Party-Specific Summarization of Important Obligations, Entitlements, and Prohibitions in Legal Documents
Abhilasha Sancheti, Aparna Garimella, Balaji Vasan Srinivasan, Rachel Rudinger
arXiv_CL
arXiv_CL
Review
Pose
Summarization
PDF
2022-12-19
Human-in-the-loop Abstractive Dialogue Summarization
Jiaao Chen, Mohan Dodda, Diyi Yang
arXiv_AI
arXiv_AI
Reinforcement_Learning
Salient
Pose
Attention
Summarization
PDF
2022-12-19
Improving Faithfulness of Abstractive Summarization by Controlling Confounding Effect of Irrelevant Sentences
Asish Ghoshal, Arash Einolghozati, Ankit Arun, Haoran Li, Lili Yu, Yashar Mehdad, Scott Wen-tau Yih, Asli Celikyilmaz
arXiv_AI
arXiv_AI
Summarization
PDF
2022-12-19
Graph-based Semantical Extractive Text Analysis
Mina Samizadeh
arXiv_CL
arXiv_CL
Unsupervised
Action
Summarization
PDF
2022-12-19
LR-Sum: Summarization for Less-Resourced Languages
Chester Palen-Michel, Constantine Lignos
arXiv_CL
arXiv_CL
Summarization
PDF
2022-12-19
Unsupervised Summarization Re-ranking
Mathieu Ravaut, Shafiq Joty, Nancy Chen
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Zero-Shot
Pose
Summarization
PDF
2022-12-19
Difformer: Empowering Diffusion Model on Embedding Space for Text Generation
Zhujin Gao, Junliang Guo, Xu Tan, Yongxin Zhu, Fang Zhang, Jiang Bian, Linli Xu
arXiv_AI
arXiv_AI
Transformer
Embedding
Pose
Denoising
Summarization
Text_Generation
PDF
2022-12-19
Very Large Language Model as a Unified Methodology of Text Mining
Meng Jiang
arXiv_AI
arXiv_AI
Action
Summarization
Language_Model
PDF
2022-12-19
OASum: Large-Scale Open Domain Aspect-based Summarization
Xianjun Yang, Kaiqiang Song, Sangwoo Cho, Xiaoyang Wang, Xiaoman Pan, Linda Petzold, Dong Yu
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Few-Shot
Attention
Summarization
PDF
2022-12-17
Unsupervised Dense Retrieval Deserves Better Positive Pairs: Scalable Augmentation with Query Extraction and Generation
Rui Meng, Ye Liu, Semih Yavuz, Divyansh Agarwal, Lifu Tu, Ning Yu, Jianguo Zhang, Meghana Bhat, Yingbo Zhou
arXiv_CL
arXiv_CL
Unsupervised
Salient
Action
Summarization
QA
PDF
2022-12-17
RISE: Leveraging Retrieval Techniques for Summarization Evaluation
David Uthus, Jianmo Ni
arXiv_CL
arXiv_CL
Relation
Summarization
PDF
2022-12-16
Plansformer: Generating Symbolic Plans using Transformers
Vishal Pallagani, Bharath Muppasani, Keerthiram Murugesan, Francesca Rossi, Lior Horesh, Biplav Srivastava, Francesco Fabiano, Andrea Loreggia
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Bert
Knowledge
Action
Summarization
Text_Generation
Autonomous
Language_Model
PDF
2022-12-16
Meeting Summarization: A Survey of the State of the Art
Lakshmi Prasanna Kumar, Arman Kabiri
arXiv_CL
arXiv_CL
Salient
Survey
Summarization
PDF
2022-12-15
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
arXiv_CL
arXiv_CL
Pose
Summarization
Language_Model
PDF
2022-12-15
TRIP: Triangular Document-level Pre-training for Multilingual Language Models
Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei
arXiv_CL
arXiv_CL
Transformer
Summarization
Language_Model
PDF
2022-12-15
Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization
Yunlong Liang, Fandong Meng, Jinan Xu, Jiaan Wang, Yufeng Chen, Jie Zhou
arXiv_CV
arXiv_CV
Pose
Attention
Summarization
PDF
2022-12-14
Understanding Translationese in Cross-Lingual Summarization
Jiaan Wang, Fandong Meng, Tingyi Zhang, Yunlong Liang, Jiarong Xu, Zhixu Li, Jie Zhou
arXiv_AI
arXiv_AI
Summarization
PDF
2022-12-13
ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages
Yekun Chai, Shuohuan Wang, Chao Pang, Yu Sun, Hao Tian, Hua Wu
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Summarization
Text_Generation
Language_Model
PDF
2022-12-13
Despite 'super-human' performance, current LLMs are unsuited for decisions about ethics and safety
Joshua Albrecht, Ellie Kitanidis, Abraham J. Fetterman
arXiv_AI
arXiv_AI
Adversarial
Pose
Action
Summarization
Language_Model
PDF
2022-12-12
Searching for Effective Multilingual Fine-Tuning Methods: A Case Study in Summarization
Yiwei Qin, Graham Neubig, Pengfei Liu
arXiv_CL
arXiv_CL
Pose
Summarization
Language_Model
PDF
2022-12-12
Implementing Deep Learning-Based Approaches for Article Summarization in Indian Languages
Rahul Tangsali, Aabha Pingle, Aditya Vyawahare, Isha Joshi, Raviraj Joshi
arXiv_CL
arXiv_CL
Deep_Learning
Summarization
Inference
PDF
2022-12-11
MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles
Mohamad Yaser Jaradeh, Markus Stocker, Sören Auer
arXiv_CL
arXiv_CL
Recognition
Knowledge
Knowledge_Graph
Action
Summarization
PDF
2022-12-09
The Turing Deception
David Noever, Matt Ciolino
arXiv_CL
arXiv_CL
Pose
Summarization
Text_Generation
Language_Model
QA
PDF
2022-12-08
Scientific Paper Extractive Summarization Enhanced by Citation Graphs
Xiuying Chen, Mingzhe Li, Shen Gao, Rui Yan, Xin Gao, Xiangliang Zhang
arXiv_CL
arXiv_CL
Unsupervised
Pose
Summarization
Prediction
PDF
2022-12-07
Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning
Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao
arXiv_AI
arXiv_AI
Regularization
Survey
Attention
Summarization
PDF
2022-12-06
KATSum: Knowledge-aware Abstractive Text Summarization
Guan Wang, Weihua Li, Edmund Lai, Jianhua Jiang
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Relation
Summarization
PDF
2022-12-06
Document-Level Abstractive Summarization
Gonçalo Raposo, Afonso Raposo, Ana Sofia Carmo
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
PDF
2022-12-06
Improved Beam Search for Hallucination Mitigation in Abstractive Summarization
Arvind Krishna Sridhar, Erik Visser
arXiv_AI
arXiv_AI
Salient
Pose
Summarization
Inference
Language_Model
PDF
2022-12-05
Automatic Generation of Factual News Headlines in Finnish
Maximilian Koppatz, Khalid Alnajjar, Mika Hämäläinen, Thierry Poibeau
arXiv_CL
arXiv_CL
Summarization
PDF
2022-12-03
A Survey on Medical Document Summarization
Raghav Jain, Anubhav Jangra, Sriparna Saha, Adam Jatowt
arXiv_CL
arXiv_CL
Transformer
Survey
Deep_Learning
Summarization
Medical
PDF
2022-12-03
Global memory transformer for processing long documents
Arij Al Adel
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
Language_Model
QA
PDF
2022-12-03
CoP: Factual Inconsistency Detection by Controlling the Preference
Shuaijie She, Xiang Geng, Shujian Huang, Jiajun Chen
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Detection
Summarization
Inference
PDF
2022-12-02
NarraSum: A Large-Scale Dataset for Abstractive Narrative Summarization
Chao Zhao, Faeze Brahman, Kaiqiang Song, Wenlin Yao, Dian Yu, Snigdha Chaturvedi
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
PDF
2022-12-02
SumREN: Summarizing Reported Speech about Events in News
Revanth Gangi Reddy, Heba Elfardy, Hou Pong Chan, Kevin Small, Heng Ji
arXiv_CL
arXiv_CL
Speech
Pose
Action
Summarization
PDF
2022-12-02
Role of Audio in Audio-Visual Video Summarization
Ibrahim Shoer, Berkay Kopru, Engin Erzin
arXiv_CV
arXiv_CV
Pose
Action
Relation
Attention
Summarization
PDF
2022-12-01
Long-Document Cross-Lingual Summarization
Shaohui Zheng, Zhixu Li, Jiaan Wang, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen
arXiv_AI
arXiv_AI
Face
Attention
Summarization
PDF
2022-11-30
BudgetLongformer: Can we Cheaply Pretrain a SotA Legal Language Model From Scratch?
Joel Niklaus, Daniele Giofré
arXiv_AI
arXiv_AI
Transformer
Pose
Detection
Summarization
Medical
Language_Model
PDF
2022-11-30
Spatio-Temporal Crop Aggregation for Video Representation Learning
Sepehr Sameni, Simon Jenni, Paolo Favaro
arXiv_CV
arXiv_CV
Embedding
Transfer_Learning
Sparse
Represenation_Learning
Self-Supervised
Pose
Action
Classification
Summarization
Inference
Prediction
PDF
2022-11-29
Few-shot Query-Focused Summarization with Prefix-Merging
Ruifeng Yuan, Zili Wang, Ziqiang Cao, Wenjie Li
arXiv_AI
arXiv_AI
Knowledge
Pose
Few-Shot
Summarization
PDF
2022-11-29
Zero-Shot Opinion Summarization with GPT-3
Adithya Bhaskar, Alexander R. Fabbri, Greg Durrett
arXiv_CL
arXiv_CL
Zero-Shot
Salient
Review
Action
Summarization
Language_Model
PDF
2022-11-27
Unsupervised Opinion Summarisation in the Wasserstein Space
Jiayu Song, Iman Munire Bilal, Adam Tsakalidis, Rob Procter, Maria Liakata
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Review
Summarization
PDF
2022-11-25
Comparison Study Between Token Classification and Sequence Classification In Text Classification
Amir Jafari
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Text_Classification
Classification
Summarization
Language_Model
Prediction
PDF
2022-11-22
HaRiM$^+$: Evaluating Summary Quality with Hallucination Risk
Seonil Son, Junsoo Park, Jeong-in Hwang, Junghwa Lee, Hyungjong Noh, Yeonsoo Lee
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
QA
PDF
2022-11-22
Best-$k$ Search Algorithm for Neural Text Generation
Jiacheng Xu, Caiming Xiong, Silvio Savarese, Yingbo Zhou
arXiv_CL
arXiv_CL
Pose
Summarization
Text_Generation
PDF
2022-11-19
Combining State-of-the-Art Models with Maximal Marginal Relevance for Few-Shot and Zero-Shot Multi-Document Summarization
David Adams, Gandharv Suri, Yllias Chali
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Deep_Learning
Few-Shot
Summarization
Language_Model
PDF
2022-11-18
GoSum: Extractive Summarization of Long Documents by Reinforcement Learning and Graph Organized discourse state
Junyi Bian, Xiaodi Huang, Hong Zhou, Shanfeng Zhu
arXiv_CL
arXiv_CL
Reinforcement_Learning
Pose
GAN
Summarization
PDF
2022-11-18
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization
Zongshang Pang, Yuta Nakashima, Mayu Otani, Hajime Nagahara
arXiv_CV
arXiv_CV
Unsupervised
Represenation_Learning
Pose
Classification
Summarization
Image_Classification
PDF
2022-11-17
Summarizing Community-based Question-Answer Pairs
Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang
arXiv_AI
arXiv_AI
Pose
Summarization
QA
PDF
2022-11-17
UniSumm: Unified Few-shot Summarization with Multi-Task Pre-Training and Prefix-Tuning
Yulong Chen, Yang Liu, Ruochen Xu, Ziyi Yang, Chenguang Zhu, Michael Zeng, Yue Zhang
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Few-Shot
Summarization
PDF
2022-11-17
Abstractive Summarization Guided by Latent Hierarchical Document Structure
Yifu Qiu, Shay B. Cohen
arXiv_CL
arXiv_CL
Sparse
Salient
Pose
Attention
Summarization
PDF
2022-11-16
Noisy Pairing and Partial Supervision for Opinion Summarization
Hayate Iso, Xiaolan Wang, Yoshi Suhara
arXiv_CL
arXiv_CL
Weakly_Supervised
Review
Pose
Attention
Summarization
PDF
2022-11-15
Toward expanding the scope of radiology report summarization to multiple anatomies and modalities
Jean-Benoit Delbrouck, Maya Varma, Curtis P. Langlotz
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Summarization
PDF
2022-11-15
ED-FAITH: Evaluating Dialogue Summarization on Faithfulness
Sicong Huang, Asli Celikyilmaz, Haoran Li
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Summarization
Language_Model
PDF
2022-11-15
Evaluating the Factual Consistency of Large Language Models Through Summarization
Derek Tam, Anisha Mascarenhas, Shiyue Zhang, Sarah Kwan, Mohit Bansal, Colin Raffel
arXiv_CL
arXiv_CL
Pose
Summarization
Language_Model
PDF
2022-11-15
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation
Hayate Iso
arXiv_CL
arXiv_CL
Action
Summarization
Text_Generation
PDF
2022-11-15
Agent-State Construction with Auxiliary Inputs
Ruo Yu Tao, Adam White, Marlos C. Machado
arXiv_AI
arXiv_AI
Reinforcement_Learning
RNN
Action
Summarization
PDF
2022-11-14
Follow the Wisdom of the Crowd: Effective Text Generation via Minimum Bayes Risk Decoding
Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky
arXiv_CL
arXiv_CL
Style_Transfer
Summarization
Text_Generation
PDF
2022-11-14
Towards Understanding Omission in Dialogue Summarization
Yicheng Zou, Kaitao Song, Xu Tan, Zhongkai Fu, Tao Gui, Qi Zhang, Dongsheng Li
arXiv_CL
arXiv_CL
Pose
Action
Detection
Summarization
PDF
2022-11-12
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
Yunpeng Qing, Shunyu Liu, Jie Song, Mingli Song
arXiv_AI
arXiv_AI
Reinforcement_Learning
Knowledge
Review
Pose
Survey
Deep_Learning
Summarization
PDF
2022-11-11
Improving Factual Consistency in Summarization with Compression-Based Post-Editing
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-11-10
CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing
Divyansh Agarwal, Alexander R. Fabbri, Simeng Han, Wojciech Kryscinski, Faisal Ladhak, Bryan Li, Kathleen McKeown, Dragomir Radev, Tianyi Zhang, Sam Wiseman
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-11-10
Climate Policy Tracker: Pipeline for automated analysis of public climate policies
Artur Żółkowski, Mateusz Krzyziński, Piotr Wilczyński, Stanisław Giziński, Emilia Wiśnios, Bartosz Pieliński, Julian Sienkiewicz, Przemysław Biecek
arXiv_CL
arXiv_CL
Summarization
PDF
2022-11-09
MACSum: Controllable Summarization with Mixed Attributes
Yusen Zhang, Yang Liu, Ziyi Yang, Yuwei Fang, Yulong Chen, Dragomir Radev, Chenguang Zhu, Michael Zeng, Rui Zhang
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-11-09
Novel Chapter Abstractive Summarization using Spinal Tree Aware Sub-Sentential Content Selection
Hardy Hardy, Miguel Ballesteros, Faisal Ladhak, Muhammad Khalifa, Vittorio Castelli, Kathleen McKeown
arXiv_CL
arXiv_CL
Action
Summarization
PDF
2022-11-09
Unsupervised Extractive Summarization with Heterogeneous Graph Embeddings for Chinese Document
Chen Lin, Ye Liu, Siyu An, Di Yin
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Salient
Pose
Action
Summarization
Language_Model
PDF
2022-11-08
Review of coreference resolution in English and Persian
Hassan Haji Mohammadi, Alireza Talebpour, Ahmad Mahmoudi Aznaveh, Samaneh Yazdani
arXiv_CL
arXiv_CL
Review
Action
Deep_Learning
Summarization
PDF
2022-11-08
Conciseness: An Overlooked Language Task
Felix Stahlberg, Aashish Kumar, Chris Alberti, Shankar Kumar
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
Summarization
Language_Model
PDF
2022-11-06
Computing and Exploiting Document Structure to Improve Unsupervised Extractive Summarization of Legal Case Decisions
Yang Zhong, Diane Litman
arXiv_CL
arXiv_CL
Unsupervised
Knowledge
Pose
Summarization
PDF
2022-11-04
Evaluating and Improving Factuality in Multimodal Abstractive Summarization
David Wan, Mohit Bansal
arXiv_CV
arXiv_CV
Reinforcement_Learning
Bert
Zero-Shot
Pose
Detection
Relation
Summarization
PDF
2022-11-03
Time-aware Prompting for Text Generation
Shuyang Cao, Lu Wang
arXiv_CL
arXiv_CL
Summarization
Text_Generation
PDF
2022-11-03
Latent Prompt Tuning for Text Summarization
Yubo Zhang, Xingxing Zhang, Xun Wang, Si-qing Chen, Furu Wei
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Summarization
Inference
PDF
2022-11-03
Revisiting Grammatical Error Correction Evaluation and Beyond
Peiyuan Gong, Xuebo Liu, Heyan Huang, Min Zhang
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
Relation
Attention
Summarization
PDF
2022-11-01
Preserving In-Context Learning ability in Large Language Model Fine-tuning
Yihan Wang, Si Si, Daliang Li, Michal Lukasik, Felix Yu, Cho-Jui Hsieh, Inderjit S Dhillon, Sanjiv Kumar
arXiv_CL
arXiv_CL
Pose
Classification
Few-Shot
Summarization
Inference
Language_Model
PDF
2022-11-01
FRSUM: Towards Faithful Abstractive Summarization via Enhancing Factual Robustness
Wenhao Wu, Wei Li, Jiachen Liu, Xinyan Xiao, Ziqiang Cao, Sujian Li, Hua Wu
arXiv_CL
arXiv_CL
Adversarial
Pose
Summarization
PDF
2022-11-01
CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies
Irfan Al-Hussaini, Davi Nakajima An, Albert J. Lee, Sarah Bi, Cassie S. Mitchell
arXiv_AI
arXiv_AI
Transformer
Recognition
Bert
Pose
Face
Detection
Summarization
Language_Model
Prediction
PDF
2022-10-31
Leveraging Pre-trained Models for Failure Analysis Triplets Generation
Kenneth Ezukwoke, Anis Hoayek, Mireille Batton-Hubert, Xavier Boucher, Pascal Gounet, Jerome Adrian
arXiv_CL
arXiv_CL
Transformer
Bert
RNN
Action
Attention
Summarization
Language_Model
PDF
2022-10-31
Questioning the Validity of Summarization Datasets and Improving Their Factual Consistency
Yanzhu Guo, Chloé Clavel, Moussa Kamal Eddine, Michalis Vazirgiannis
arXiv_CL
arXiv_CL
Attention
Summarization
PDF
2022-10-30
DiffusER: Discrete Diffusion via Edit-based Reconstruction
Machel Reid, Vincent J. Hellendoorn, Graham Neubig
arXiv_CL
arXiv_CL
Reconstruction
Style_Transfer
Denoising
Summarization
Text_Generation
PDF
2022-10-30
How Far are We from Robust Long Abstractive Summarization?
Huan Yee Koh, Jiaxin Ju, He Zhang, Ming Liu, Shirui Pan
arXiv_CL
arXiv_CL
Summarization
PDF
2022-10-29
XNOR-FORMER: Learning Accurate Approximations in Long Speech Transformers
Roshan Sharma, Bhiksha Raj
arXiv_CL
arXiv_CL
Transformer
Recognition
Speech
Attention
Summarization
Speech_Recognition
PDF
2022-10-28
Toward Unifying Text Segmentation and Long Document Summarization
Sangwoo Cho, Kaiqiang Song, Xiaoyang Wang, Fei Liu, Dong Yu
arXiv_CL
arXiv_CL
Segmentation
Optimization
Summarization
PDF
2022-10-28
Moving beyond word lists: towards abstractive topic labels for human-like topics of scientific documents
Domenic Rosati
arXiv_CL
arXiv_CL
Summarization
PDF
2022-10-28
Fuzzy Logic Model for Predicting the Heat Index
Nnamdi Uzoukwu, Acep Purqon
arXiv_AI
arXiv_AI
Summarization
Inference
Prediction
PDF
2022-10-27
Improving abstractive summarization with energy-based re-ranking
Diogo Pernes, Afonso Mendes, André F.T. Martins
arXiv_AI
arXiv_AI
Pose
Relation
Summarization
PDF
2022-10-27
He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues
Amanda Bertsch, Graham Neubig, Matthew R. Gormley
arXiv_CL
arXiv_CL
Style_Transfer
Zero-Shot
Emotion
Summarization
PDF
2022-10-26
Multi-lingual Evaluation of Code Generation Models
Ben Athiwaratkun, Sanjay Krishna Gouda, Zijian Wang, Xiaopeng Li, Yuchen Tian, Ming Tan, Wasi Uddin Ahmad, Shiqi Wang, Qing Sun, Mingyue Shang, Sujan Kumar Gonugondla, Hantian Ding, Varun Kumar, Nathan Fulton, Arash Farahani, Siddhartha Jain, Robert Giaquinto, Haifeng Qian, Murali Krishna Ramanathan, Ramesh Nallapati, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang
arXiv_CL
arXiv_CL
Zero-Shot
Few-Shot
Summarization
Language_Model
PDF
2022-10-26
Analyzing Multi-Task Learning for Abstractive Text Summarization
Frederic Kirstein, Jan Philip Wahle, Terry Ruas, Bela Gipp
arXiv_AI
arXiv_AI
Summarization
Inference
PDF
2022-10-26
SentBS: Sentence-level Beam Search for Controllable Summarization
Chenhui Shen, Liying Cheng, Lidong Bing, Yang You, Luo Si
arXiv_CL
arXiv_CL
Pose
Summarization
Text_Generation
PDF
2022-10-26
Residual Learning of Neural Text Generation with $n$-gram Language Model
Huayang Li, Deng Cai, Jin Xu, Taro Watanabe
arXiv_AI
arXiv_AI
Knowledge
Pose
Summarization
Text_Generation
Language_Model
PDF
2022-10-25
Universal Evasion Attacks on Summarization Scoring
Wenchuan Mu, Kwan Hui Lim
arXiv_CL
arXiv_CL
Bert
Pose
Summarization
PDF
2022-10-25
CrisisLTLSum: A Benchmark for Local Crisis Event Timeline Extraction and Summarization
Hossein Rajaby Faghihi, Bashar Alhafni, Ke Zhang, Shihao Ran, Joel Tetreault, Alejandro Jaimes
arXiv_CL
arXiv_CL
Action
Summarization
PDF
2022-10-25
Referee: Reference-Free Sentence Summarization with Sharper Controllability through Symbolic Knowledge Distillation
Melanie Sclar, Peter West, Sachin Kumar, Yulia Tsvetkov, Yejin Choi
arXiv_AI
arXiv_AI
Knowledge
Pose
Summarization
Language_Model
PDF
2022-10-24
LANS: Large-scale Arabic News Summarization Corpus
Abdulaziz Alhamadani, Xuchao Zhang, Jianfeng He, Chang-Tien Lu
arXiv_CL
arXiv_CL
Summarization
PDF
2022-10-24
Controlled Text Reduction
Aviv Slobodkin, Paul Roit, Eran Hirsch, Ori Ernst, Ido Dagan
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-10-24
EUR-Lex-Sum: A Multi- and Cross-lingual Dataset for Long-form Summarization in the Legal Domain
Dennis Aumiller, Ashish Chouhan, Michael Gertz
arXiv_CL
arXiv_CL
Pose
Action
Summarization
PDF
2022-10-24
Mutual Information Alleviates Hallucinations in Abstractive Summarization
Liam van der Poel, Ryan Cotterell, Clara Meister
arXiv_CL
arXiv_CL
Bert
Pose
Summarization
PDF
2022-10-23
How 'Multi' is Multi-Document Summarization?
Ruben Wolhandler, Arie Cattan, Ori Ernst, Ido Dagan
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-10-22
On the Limitations of Reference-Free Evaluations of Generated Text
Daniel Deutsch, Rotem Dror, Dan Roth
arXiv_CL
arXiv_CL
Summarization
PDF
2022-10-22
Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts
Hongli Zhan, Tiberiu Sosea, Cornelia Caragea, Junyi Jessy Li
arXiv_CL
arXiv_CL
Emotion
Detection
Summarization
PDF
2022-10-22
ECTSum: A New Benchmark Dataset For Bullet Point Summarization of Long Earnings Call Transcripts
Rajdeep Mukherjee, Abhinav Bohra, Akash Banerjee, Soumya Sharma, Manjunath Hegde, Afreen Shaikh, Shivani Shrivastava, Koustuv Dasgupta, Niloy Ganguly, Saptarshi Ghosh, Pawan Goyal
arXiv_CL
arXiv_CL
Summarization
PDF
2022-10-22
Extractive Summarization of Legal Decisions using Multi-task Learning and Maximal Marginal Relevance
Abhishek Agarwal, Shanshan Xu, Matthias Grabmair
arXiv_CL
arXiv_CL
Pose
Quantitative
Summarization
PDF
2022-10-22
Correcting Diverse Factual Errors in Abstractive Summarization via Post-Editing and Language Model Infilling
Vidhisha Balachandran, Hannaneh Hajishirzi, William Cohen, Yulia Tsvetkov
arXiv_CL
arXiv_CL
Adversarial
Pose
Quantitative
Summarization
Language_Model
PDF
2022-10-22
P$^3$LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training
Junwei Bao, Yifan Wang, Jiangyong Ying, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He
arXiv_CL
arXiv_CL
Transformer
Pose
Face
Attention
Summarization
Language_Model
PDF
2022-10-22
Salience Allocation as Guidance for Abstractive Summarization
Fei Wang, Kaiqiang Song, Hongming Zhang, Lifeng Jin, Sangwoo Cho, Wenlin Yao, Xiaoyang Wang, Muhao Chen, Dong Yu
arXiv_AI
arXiv_AI
Salient
Pose
Summarization
PDF
2022-10-21
Analyzing and Evaluating Faithfulness in Dialogue Summarization
Bin Wang, Chen Zhang, Yan Zhang, Yiming Chen, Haizhou Li
arXiv_CL
arXiv_CL
Summarization
PDF
2022-10-21
Video Summarization Overview
Mayu Otani, Yale Song, Yang Wang
arXiv_CV
arXiv_CV
Pose
Survey
Deep_Learning
Summarization
PDF
2022-10-19
Cluster and Aggregate: Face Recognition with Large Probe Set
Minchul Kim, Feng Liu, Anil Jain, Xiaoming Liu
arXiv_AI
arXiv_AI
Recognition
Pose
Face
Relation
Face_Recognition
Attention
Summarization
Inference
PDF
2022-10-19
Tourist Guidance Robot Based on HyperCLOVA
Takato Yamazaki, Katsumasa Yoshikawa, Toshiki Kawamoto, Masaya Ohagi, Tomoya Mizumoto, Shuta Ichimura, Yusuke Kida, Toshinori Sato
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Summarization
Speech_Recognition
PDF
2022-10-19
Museformer: Transformer with Fine- and Coarse-Grained Attention for Music Generation
Botao Yu, Peiling Lu, Rui Wang, Wei Hu, Xu Tan, Wei Ye, Shikun Zhang, Tao Qin, Tie-Yan Liu
arXiv_AI
arXiv_AI
Transformer
Pose
Relation
Attention
Summarization
PDF
2022-10-18
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions
Qi Jia, Siyu Ren, Yizhu Liu, Kenny Q. Zhu
arXiv_CL
arXiv_CL
Salient
Survey
Relation
Attention
Summarization
PDF
2022-10-18
Summary Workbench: Unifying Application and Evaluation of Text Summarization Models
Shahbaz Syed, Dominik Schwabe, Martin Potthast
arXiv_CL
arXiv_CL
Summarization
PDF
2022-10-17
Leveraging Non-dialogue Summaries for Dialogue Summarization
Seongmin Park, Dongchan Shin, Jihwa Lee
arXiv_AI
arXiv_AI
Few-Shot
Summarization
PDF
2022-10-17
Social Biases in Automatic Evaluation Metrics for NLG
Mingqi Gao, Xiaojun Wan
arXiv_AI
arXiv_AI
Image_Caption
Embedding
Pose
Relation
Summarization
Text_Generation
Caption
Language_Model
PDF
2022-10-17
Towards Summary Candidates Fusion
Mathieu Ravaut, Shafiq Joty, Nancy F. Chen
arXiv_CL
arXiv_CL
Pose
Few-Shot
Summarization
PDF
2022-10-15
Improving Radiology Summarization with Radiograph and Anatomy Prompts
Jinpeng Hu, Zhihong Chen, Yang Liu, Xiang Wan, Tsung-Hui Chang
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Attention
Summarization
PDF
2022-10-14
A Survey of Parameters Associated with the Quality of Benchmarks in NLP
Swaroop Mishra, Anjana Arunkumar, Chris Bryan, Chitta Baral
arXiv_CV
arXiv_CV
Survey
Action
Summarization
PDF
2022-10-14
Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation
Abhay Shukla, Paheli Bhattacharya, Soham Poddar, Rajdeep Mukherjee, Kripabandhu Ghosh, Pawan Goyal, Saptarshi Ghosh
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Summarization
PDF
2022-10-14
Can Language Representation Models Think in Bets?
Zhisheng Tang, Mayank Kejriwal
arXiv_AI
arXiv_AI
Transformer
Summarization
PDF
2022-10-13
Towards a Unified Multi-Dimensional Evaluator for Text Generation
Ming Zhong, Yang Liu, Da Yin, Yuning Mao, Yizhu Jiao, Pengfei Liu, Chenguang Zhu, Heng Ji, Jiawei Han
arXiv_CL
arXiv_CL
Zero-Shot
Knowledge
Pose
Relation
Summarization
Text_Generation
QA
PDF
2022-10-13
LSG Attention: Extrapolation of pretrained Transformers to long sequences
Charles Condevaux, Sébastien Harispe
arXiv_CL
arXiv_CL
Transformer
Sparse
Pose
Classification
Attention
Summarization
PDF
2022-10-13
Shortcomings of Question Answering Based Factuality Frameworks for Error Localization
Ryo Kamoi, Tanya Goyal, Greg Durrett
arXiv_CL
arXiv_CL
Pose
Summarization
QA
PDF
2022-10-12
Improving Graph-Based Text Representations with Character and Word Level N-grams
Wenzhe Li, Nikolaos Aletras
arXiv_CL
arXiv_CL
Text_Classification
Represenation_Learning
Pose
Classification
Summarization
PDF
2022-10-11
Enriching Biomedical Knowledge for Low-resource Language Through Translation
Long Phan, Tai Dang, Hieu Tran, Vy Phan, Lam D. Chau, Trieu H. Trinh
arXiv_AI
arXiv_AI
Transformer
Knowledge
Summarization
Medical
PDF
2022-10-11
CSS: Combining Self-training and Self-supervised Learning for Few-shot Dialogue State Tracking
Haoning Zhang, Junwei Bao, Haipeng Sun, Huaishao Luo, Wenye Li, Shuguang Cui
arXiv_CL
arXiv_CL
Tracking
Knowledge
Self-Supervised
Pose
Few-Shot
Summarization
PDF
2022-10-10
Hierarchical3D Adapters for Long Video-to-text Summarization
Pinelopi Papalampidi, Mirella Lapata
arXiv_CL
arXiv_CL
3D
Summarization
PDF
2022-10-10
Semantics-Consistent Cross-domain Summarization via Optimal Transport Alignment
Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin
arXiv_CV
arXiv_CV
Segmentation
Pose
Action
Summarization
PDF
2022-10-10
Readability Controllable Biomedical Document Summarization
Zheheng Luo, Qianqian Xie, Sophia Ananiadou
arXiv_CL
arXiv_CL
Recognition
Knowledge
Pose
Attention
Summarization
Medical
Language_Model
PDF
2022-10-09
HEGEL: Hypergraph Transformer for Long Document Summarization
Haopeng Zhang, Xiao Liu, Jiawei Zhang
arXiv_CL
arXiv_CL
Transformer
Pose
Relation
Summarization
PDF
2022-10-08
EDU-level Extractive Summarization with Varying Summary Lengths
Yuping Wu, Ching-Hsun Tseng, Jiayu Shang, Shengzhong Mao, Goran Nenadic, Xiao-Jun Zeng
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
PDF
2022-10-06
Just ClozE! A Fast and Simple Method for Evaluating the Factual Consistency in Abstractive Summarization
Yiyang Li, Lei Li, Qing Yang, Marina Litvak, Natalia Vanetik, Dingxin Hu, Yuze Li, Yanquan Zhou, Dongliang Xu, Xuanyu Zhang
arXiv_AI
arXiv_AI
Pose
Attention
Summarization
Language_Model
QA
PDF
2022-10-06
Learning functional sections in medical conversations: iterative pseudo-labeling and human-in-the-loop approach
Mengqian Wang, Ilya Valmianski, Xavier Amatriain, Anitha Kannan
arXiv_CL
arXiv_CL
Transformer
Summarization
Medical
PDF
2022-10-04
Towards Improving Faithfulness in Abstractive Summarization
Xiuying Chen, Mingzhe Li, Xin Gao, Xiangliang Zhang
arXiv_CL
arXiv_CL
Pose
Attention
Summarization
Language_Model
QA
PDF
2022-10-03
Probing of Quantitative Values in Abstractive Summarization Models
Nathan M. White
arXiv_CL
arXiv_CL
Embedding
Bert
Pose
Quantitative
Summarization
PDF
2022-09-30
Calibrating Sequence likelihood Improves Conditional Language Generation
Yao Zhao, Misha Khalman, Rishabh Joshi, Shashi Narayan, Mohammad Saleh, Peter J. Liu
arXiv_CL
arXiv_CL
Sparse
Summarization
Text_Generation
Inference
Language_Model
PDF
2022-09-30
Out-of-Distribution Detection and Selective Generation for Conditional Language Models
Jie Ren, Jiaming Luo, Yao Zhao, Kundan Krishna, Mohammad Saleh, Balaji Lakshminarayanan, Peter J. Liu
arXiv_CL
arXiv_CL
Classification
Detection
Summarization
Language_Model
Prediction
PDF
2022-09-30
A Closer Look at Temporal Ordering in the Segmentation of Instructional Videos
Anil Batra, Shreyank Gowda, Laura Sevilla-Lara, Frank Keller
arXiv_CV
arXiv_CV
Segmentation
Pose
Summarization
Matching
PDF
2022-09-30
Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision
Khalil Mrini, Harpreet Singh, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Emilia Farcas, Ndapa Nakashole
arXiv_CL
arXiv_CL
Knowledge
Self-Supervised
Summarization
Medical
Matching
PDF
2022-09-29
COLO: A Contrastive Learning based Re-ranking Framework for One-Stage Summarization
Chenxin An, Ming Zhong, Zhiyong Wu, Qin Zhu, Xuanjing Huang, Xipeng Qiu
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Summarization
Inference
PDF
2022-09-29
Bidirectional Language Models Are Also Few-shot Learners
Ajay Patel, Bryan Li, Mohammad Sadegh Rasooli, Noah Constant, Colin Raffel, Chris Callison-Burch
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Zero-Shot
Few-Shot
Denoising
Summarization
Language_Model
PDF
2022-09-28
ArNLI: Arabic Natural Language Inference for Entailment and Contradiction Detection
Khloud Al Jallad, Nada Ghneim
arXiv_AI
arXiv_AI
Pose
Detection
Summarization
Inference
Language_Model
PDF
2022-09-28
Structured Summarization: Unified Text Segmentation and Segment Labeling as a Generation Task
Hakan Inan, Rashi Rungta, Yashar Mehdad
arXiv_CL
arXiv_CL
Segmentation
Unsupervised
Pose
Summarization
PDF
2022-09-27
WikiDes: A Wikipedia-Based Dataset for Generating Short Descriptions from Paragraphs
Hoang Thang Ta, Abu Bakar Siddiqur Rahman, Navonil Majumder, Amir Hussain, Lotfollah Najjar, Newton Howard, Soujanya Poria, Alexander Gelbukh
arXiv_CL
arXiv_CL
Text_Classification
Salient
Knowledge
Knowledge_Graph
Contrastive_Learning
Classification
Sentiment
Summarization
PDF
2022-09-26
Text Summarization with Oracle Expectation
Yumo Xu, Mirella Lapata
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Summarization
PDF
2022-09-26
News Summarization and Evaluation in the Era of GPT-3
Tanya Goyal, Junyi Jessy Li, Greg Durrett
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Few-Shot
Summarization
QA
PDF
2022-09-24
Controllable Text Generation for Open-Domain Creativity and Fairness
Nanyun Peng
arXiv_AI
arXiv_AI
Knowledge
Face
Summarization
Text_Generation
Language_Model
PDF
2022-09-24
A Focused Study on Sequence Length for Dialogue Summarization
Bin Wang, Chen Zhang, Chengwei Wei, Haizhou Li
arXiv_CL
arXiv_CL
Salient
Summarization
Prediction
PDF
2022-09-21
Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees
Swarnadeep Saha, Shiyue Zhang, Peter Hase, Mohit Bansal
arXiv_AI
arXiv_AI
Pose
Summarization
PDF
2022-09-21
Extreme Multi-Domain, Multi-Task Learning With Unified Text-to-Text Transfer Transformers
Adebayo Oshingbesan, Courage Ekoh, Germann Atakpa, Yonah Byaruagaba
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Bert
Knowledge
Relation
Summarization
PDF
2022-09-21
Adapting Pretrained Text-to-Text Models for Long Text Sequences
Wenhan Xiong, Anchit Gupta, Shubham Toshniwal, Yashar Mehdad, Wen-tau Yih
arXiv_CL
arXiv_CL
Transformer
Optimization
Pose
Attention
Summarization
Prediction
QA
PDF
2022-09-20
Exploring Optimal Granularity for Extractive Summarization of Unstructured Health Records: Analysis of the Largest Multi-Institutional Archive of Health Records in Japan
Kenichiro Ando, Takashi OkumuraID, Mamoru Komachi, Hiromasa Horiguchi, Yuji Matsumoto
arXiv_CL
arXiv_CL
Pose
Summarization
Medical
PDF
2022-09-18
Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions
Murad Tukan, Loay Mualem, Alaa Maalouf
arXiv_AI
arXiv_AI
Summarization
PDF
2022-09-17
Survey of Query-based Text Summarization
Hang Yu
arXiv_CL
arXiv_CL
Knowledge
Survey
Summarization
PDF
2022-09-17
Selective Token Generation for Few-shot Natural Language Generation
Daejin Jo, Taehwan Kwon, Eun-Sol Kim, Sungwoong Kim
arXiv_CL
arXiv_CL
Reinforcement_Learning
Knowledge
Pose
Few-Shot
Summarization
Text_Generation
Inference
Language_Model
PDF
2022-09-15
Distribution Aware Metrics for Conditional Natural Language Generation
David M Chan, Yiming Ni, Austin Myers, Sudheendra Vijayanarasimhan, David A Ross, John Canny
arXiv_CV
arXiv_CV
Recognition
Speech
Pose
Summarization
Speech_Recognition
Caption
Matching
PDF
2022-09-15
Unsupervised Opinion Summarization Using Approximate Geodesics
Somnath Basu Roy Chowdhury, Nicholas Monath, Avinava Dubey, Amr Ahmed, Snigdha Chaturvedi
arXiv_CL
arXiv_CL
Unsupervised
Represenation_Learning
Review
Pose
Summarization
PDF
2022-09-14
ESSumm: Extractive Speech Summarization from Untranscribed Meeting
Jun Wang
arXiv_CL
arXiv_CL
Unsupervised
Recognition
Speech
Self-Supervised
Pose
Summarization
Speech_Recognition
CNN
PDF
2022-09-14
PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-Summarization
Shreyas Fadnavis, Amit Dhurandhar, Raquel Norel, Jenna M Reinen, Carla Agurto, Erica Secchettin, Vittorio Schweiger, Giovanni Perini, Guillermo Cecchi
arXiv_AI
arXiv_AI
Pose
Face
Classification
Detection
Summarization
Language_Model
PDF
2022-09-13
Document-aware Positional Encoding and Linguistic-guided Encoding for Abstractive Multi-document Summarization
Congbo Ma, Wei Emma Zhang, Pitawelayalage Dasun Dileepa Pitawela, Yutong Qu, Haojie Zhuang, Hu Wang
arXiv_CL
arXiv_CL
Transformer
Pose
Relation
Summarization
PDF
2022-09-12
CSL: A Large-scale Chinese Scientific Literature Dataset
Yudong Li, Yuqing Zhang, Zhe Zhao, Linlin Shen, Weijie Liu, Weiquan Mao, Hui Zhang
arXiv_CL
arXiv_CL
Text_Classification
Knowledge
Classification
Summarization
PDF
2022-09-10
Harnessing Abstractive Summarization for Fact-Checked Claim Detection
Varad Bhatnagar, Diptesh Kanojia, Kameswari Chebrolu
arXiv_CL
arXiv_CL
Pose
Detection
GAN
Summarization
PDF
2022-09-09
Multi-Document Scientific Summarization from a Knowledge Graph-Centric View
Pancheng Wang, Shasha Li, Kunyuan Pang, Liangliang He, Dong Li, Jintao Tang, Ting Wang
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Pose
Relation
Summarization
PDF
2022-09-08
Applying Transformer-based Text Summarization for Keyphrase Generation
Anna Glazkova, Dmitry Morozov
arXiv_AI
arXiv_AI
Transformer
Unsupervised
Bert
Action
Summarization
PDF
2022-09-08
Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization
Shiyue Zhang, David Wan, Mohit Bansal
arXiv_AI
arXiv_AI
Pose
Relation
Summarization
PDF
2022-09-07
Entity-based SpanCopy for Abstractive Summarization to Improve the Factual Consistency
Wen Xiao, Giuseppe Carenini
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
PDF
2022-09-06
A Survey on Generative Diffusion Model
Hanqun Cao, Cheng Tan, Zhangyang Gao, Guangyong Chen, Pheng-Ann Heng, Stan Z. Li
arXiv_AI
arXiv_AI
Speech
Survey
Deep_Learning
Summarization
PDF
2022-09-06
Comparing Methods for Extractive Summarization of Call Centre Dialogue
Alexandra N. Uma, Dmitry Sityaev
arXiv_CL
arXiv_CL
Bert
Pose
Summarization
PDF
2022-09-04
ArgLegalSumm: Improving Abstractive Summarization of Legal Documents with Argument Mining
Mohamed Elaraby, Diane Litman
arXiv_CL
arXiv_CL
Pose
Summarization
Language_Model
PDF
2022-09-02
Mind the Gap! Injecting Commonsense Knowledge for Abstractive Dialogue Summarization
Seungone Kim, Se June Joo, Hyungjoo Chae, Chaehyeong Kim, Seung-won Hwang, Jinyoung Yeo
arXiv_CL
arXiv_CL
Knowledge
Pose
Summarization
Inference
PDF
2022-09-01
Focus-Driven Contrastive Learniang for Medical Question Summarization
Ming Zhang, Shuai Dou, Ziyang Wang, Yunfang Wu
arXiv_AI
arXiv_AI
Pose
Contrastive_Learning
Face
Summarization
Medical
PDF
2022-09-01
Enhancing Semantic Understanding with Self-supervised Methods for Abstractive Dialogue Summarization
Hyunjae Lee, Jaewoong Yun, Hyunjin Choi, Seongho Joe, Youngjune L. Gwon
arXiv_AI
arXiv_AI
Embedding
Bert
Self-Supervised
Summarization
Language_Model
PDF
2022-08-30
To Adapt or to Fine-tune: A Case Study on Abstractive Summarization
Zheng Zhao, Pinzhen Chen
arXiv_CL
arXiv_CL
Pose
Face
Summarization
Language_Model
PDF
2022-08-30
Efficient and Interpretable Neural Models for Entity Tracking
Shubham Toshniwal
arXiv_CL
arXiv_CL
Tracking
Relation
Summarization
Language_Model
PDF
2022-08-28
Podcast Summary Assessment: A Resource for Evaluating Summary Assessment Methods
Potsawee Manakul, Mark J. F. Gales
arXiv_CL
arXiv_CL
Speech
Detection
Summarization
PDF
2022-08-24
Visual Subtitle Feature Enhanced Video Outline Generation
Qi Lv, Ziqiang Cao, Wenrui Xie, Derui Wang, Jingwen Wang, Zhiyong Hu, Tangkun Zhang, Yuan Ba, Yuanhang Li, Min Cao, Wenjie Li, Sujian Li, Guohong Fu
arXiv_CL
arXiv_CL
Segmentation
Video_Caption
OCR
Pose
Attention
Summarization
PDF
2022-08-24
Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization
Xinnian Liang, Chenhao Cui, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Zhoujun Li
arXiv_CL
arXiv_CL
Transformer
Pose
Action
Detection
Relation
Object_Detection
Summarization
PDF
2022-08-21
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization
Qianqian Xie, Jimin Huang, Tulika Saha, Sophia Ananiadou
arXiv_CL
arXiv_CL
Transformer
Salient
Pose
Contrastive_Learning
Summarization
Medical
Language_Model
PDF
2022-08-21
Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization
Pengcheng He, Baolin Peng, Liyang Lu, Song Wang, Jie Mei, Yang Liu, Ruochen Xu, Hany Hassan Awadalla, Yu Shi, Chenguang Zhu, Wayne Xiong, Michael Zeng, Jianfeng Gao, Xuedong Huang
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
Few-Shot
Attention
Summarization
Text_Generation
Language_Model
PDF
2022-08-19
Sparse Optimization for Unsupervised Extractive Summarization of Long Documents with the Frank-Wolfe Algorithm
Alicia Y. Tsai, Laurent El Ghaoui
arXiv_CL
arXiv_CL
Embedding
Unsupervised
Optimization
Sparse
Summarization
PDF
2022-08-19
Beyond Text Generation: Supporting Writers with Continuous Automatic Text Summaries
Hai Dang, Karim Benharrak, Florian Lehmann, Daniel Buschek
arXiv_CL
arXiv_CL
Pose
Summarization
Text_Generation
PDF
2022-08-17
Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
Yanjun Gao, Dmitry Dligach, Timothy Miller, Dongfang Xu, Matthew M. Churpek, Majid Afshar
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Knowledge
Pose
Summarization
Medical
Language_Model
PDF
2022-08-17
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks
Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li
arXiv_CL
arXiv_CL
Unsupervised
Salient
Pose
Face
Summarization
Language_Model
PDF
2022-08-16
Parallel Hierarchical Transformer with Attention Alignment for Abstractive Multi-Document Summarization
Ye Ma, Lu Zong
arXiv_CL
arXiv_CL
Transformer
Pose
Attention
Summarization
PDF
2022-08-15
MENLI: Robust Evaluation Metrics from Natural Language Inference
Yanran Chen, Steffen Eger
arXiv_CL
arXiv_CL
Bert
Adversarial
Pose
Summarization
Inference
PDF
2022-08-14
TL;DW? Summarizing Instructional Videos with Task Relevance & Cross-Modal Saliency
Medhini Narasimhan, Arsha Nagrani, Chen Sun, Michael Rubinstein, Trevor Darrell, Anna Rohrbach, Cordelia Schmid
arXiv_CV
arXiv_CV
Transformer
Salient
Speech
Pose
Summarization
PDF
2022-08-12
Towards Code Summarization of APIs Based on Unofficial Documentation Using NLP Techniques
AmirHossein Naghshzan
arXiv_AI
arXiv_AI
Pose
Summarization
PDF
2022-08-08
Investigating Efficiently Extending Transformers for Long Input Summarization
Jason Phang, Yao Zhao, Peter J. Liu
arXiv_CL
arXiv_CL
Transformer
Summarization
PDF
2022-08-08
Abstractive Meeting Summarization: A Survey
Virgile Rennard, Guokan Shang, Julie Hunter, Michalis Vazirgiannis
arXiv_CL
arXiv_CL
Survey
Deep_Learning
Summarization
Medical
PDF
2022-08-08
DialogSum Challenge: Results of the Dialogue Summarization Shared Tas
Yulong Chen, Naihao Deng, Yang Liu, Yue Zhang
arXiv_CL
arXiv_CL
Salient
Summarization
PDF
2022-08-02
AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model
Saleh Soltan, Shankar Ananthakrishnan, Jack FitzGerald, Rahul Gupta, Wael Hamza, Haidar Khan, Charith Peris, Stephen Rawls, Andy Rosenbaum, Anna Rumshisky, Chandana Satya Prakash, Mukund Sridhar, Fabian Triefenbach, Apurv Verma, Gokhan Tur, Prem Natarajan
arXiv_CL
arXiv_CL
Zero-Shot
Few-Shot
Denoising
Summarization
Language_Model
PDF
2022-08-01
SMART: Sentences as Basic Units for Text Evaluation
Reinald Kim Amplayo, Peter J. Liu, Yao Zhao, Shashi Narayan
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
Text_Generation
Matching
PDF
2022-08-01
Multi-Document Summarization with Centroid-Based Pretraining
Ratish Puduppully, Mark Steedman
arXiv_CL
arXiv_CL
Zero-Shot
Summarization
PDF
2022-07-31
Neural Knowledge Bank for Pretrained Transformers
Damai Dai, Wenbin Jiang, Qingxiu Dong, Yajuan Lyu, Qiaoqiao She, Zhifang Sui
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
Summarization
PDF
2022-07-28
Sequence to sequence pretraining for a less-resourced Slovenian language
Matej Ulčar, Marko Robnik-Šikonja
arXiv_CL
arXiv_CL
Bert
Classification
Summarization
Text_Generation
Language_Model
PDF
2022-07-24
No More Fine-Tuning? An Experimental Evaluation of Prompt Tuning in Code Intelligence
Chaozheng Wang, Yuanhang Yang, Cuiyun Gao, Yun Peng, Hongyu Zhang, Michael R. Lyu
arXiv_AI
arXiv_AI
Transformer
Bert
Knowledge
Summarization
Prediction
PDF
2022-07-21
Leveraging Natural Supervision for Language Representation Learning and Generation
Mingda Chen
arXiv_CL
arXiv_CL
Represenation_Learning
Knowledge
Self-Supervised
Pose
Summarization
Text_Generation
Language_Model
Prediction
PDF
2022-07-18
GOAL: Towards Benchmarking Few-Shot Sports Game Summarization
Jiaan Wang, Tingyi Zhang, Haoxiang Shi
arXiv_AI
arXiv_AI
Few-Shot
Attention
Summarization
PDF
2022-07-17
Effectiveness of French Language Models on Abstractive Dialogue Summarization Task
Yongxin Zhou, François Portet, Fabien Ringeval
arXiv_AI
arXiv_AI
Transformer
Summarization
Language_Model
PDF
2022-07-17
An Overview of Distant Supervision for Relation Extraction with a Focus on Denoising and Pre-training Methods
William Hogan
arXiv_CL
arXiv_CL
Transformer
Knowledge
Review
Knowledge_Graph
Survey
Action
Relation
Relation_Extraction
Denoising
GAN
Summarization
Language_Model
PDF
2022-07-14
Forming Trees with Treeformers
Nilay Patel, Jeffrey Flanigan
arXiv_AI
arXiv_AI
Transformer
RNN
Summarization
PDF
2022-07-13
A General Contextualized Rewriting Framework for Text Summarization
Guangsheng Bao, Yue Zhang
arXiv_CL
arXiv_CL
Reinforcement_Learning
Knowledge
Summarization
PDF
2022-07-11
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data
Jonathan Harris, Mohammed J. Zaki
arXiv_CL
arXiv_CL
Transformer
Knowledge
Face
Action
Summarization
Text_Generation
CNN
PDF
2022-07-11
SummScore: A Comprehensive Evaluation Metric for Summary Quality Based on Cross-Encoder
Wuhang Lin, Shasha Li, Chen Zhang, Bin Ji, Jie Yu, Jun Ma, Zibo Yi
arXiv_CL
arXiv_CL
Transformer
Pose
Relation
Summarization
Matching
PDF
2022-07-08
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications
Mirac Suzgun, Luke Melas-Kyriazi, Suproteem K. Sarkar, Scott Duke Kominers, Stuart M. Shieber
arXiv_CL
arXiv_CL
Embedding
Pose
Classification
Summarization
Language_Model
PDF
2022-07-08
SETSum: Summarization and Visualization of Student Evaluations of Teaching
Yinuo Hu, Shiyue Zhang, Viji Sathy, A. T. Panter, Mohit Bansal
arXiv_AI
arXiv_AI
Review
Action
Quantitative
Sentiment
GAN
Summarization
Inference
PDF
2022-07-07
Meta-Learning the Difference: Preparing Large Language Models for Efficient Adaptation
Zejiang Hou, Julian Salazar, George Polovets
arXiv_CL
arXiv_CL
Pose
Few-Shot
Summarization
Language_Model
PDF
2022-07-05
Improving the Faithfulness of Abstractive Summarization via Entity Coverage Control
Haopeng Zhang, Semih Yavuz, Wojciech Kryscinski, Kazuma Hashimoto, Yingbo Zhou
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Salient
Pose
Summarization
Language_Model
PDF
2022-07-03
An Empirical Survey on Long Document Summarization: Datasets, Models and Metrics
Huan Yee Koh, Jiaxin Ju, Ming Liu, Shirui Pan
arXiv_CL
arXiv_CL
Review
Survey
Attention
GAN
Summarization
PDF
2022-07-01
Conditional Generation with a Question-Answering Blueprint
Shashi Narayan, Joshua Maynez, Reinald Kim Amplayo, Kuzman Ganchev, Annie Louis, Fantine Huot, Dipanjan Das, Mirella Lapata
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
QA
PDF
2022-06-28
Joint Generator-Ranker Learning for Natural Language Generation
Weizhou Shen, Yeyun Gong, Yelong Shen, Song Wang, Xiaojun Quan, Nan Duan, Weizhu Chen
arXiv_CL
arXiv_CL
Pose
Summarization
Text_Generation
Inference
PDF
2022-06-22
Multi-LexSum: Real-World Summaries of Civil Rights Lawsuits at Multiple Granularities
Zejiang Shen, Kyle Lo, Lauren Yu, Nathan Dahlberg, Margo Schlanger, Doug Downey
arXiv_CL
arXiv_CL
Knowledge
Summarization
Language_Model
PDF
2022-06-21
covEcho Resource constrained lung ultrasound image analysis tool for faster triaging and active learning
Jinu Joseph, Mahesh Raveendranatha Panicker, Yale Tung Chen, Kesavadas Chandrasekharan, Vimal Chacko Mondy, Anoop Ayyappan, Jineesh Valakkada, Kiran Vishnu Narayan
arXiv_CV
arXiv_CV
Segmentation
Tracking
Pose
Classification
Summarization
Medical
Prediction
PDF
2022-06-18
Automatic Summarization of Russian Texts: Comparison of Extractive and Abstractive Methods
Valeriya Goloviznina, Evgeny Kotelnikov
arXiv_CL
arXiv_CL
Transformer
Bert
Summarization
Text_Generation
Language_Model
PDF
2022-06-16
XLCoST: A Benchmark Dataset for Cross-lingual Code Intelligence
Ming Zhu, Aneesh Jain, Karthik Suresh, Roshan Ravindran, Sindhu Tipirneni, Chandan K. Reddy
arXiv_AI
arXiv_AI
Knowledge
Summarization
PDF
2022-06-15
An Extractive-and-Abstractive Framework for Source Code Summarization
Weisong Sun, Chunrong Fang, Yuchen Chen, Quanjun Zhang, Guanhong Tao, Tingxu Han, Yifei Ge, Yudu You, Bin Luo
arXiv_AI
arXiv_AI
Pose
Summarization
PDF
2022-06-14
CHQ-Summ: A Dataset for Consumer Healthcare Question Summarization
Shweta Yadav, Deepak Gupta, Dina Demner-Fushman
arXiv_CL
arXiv_CL
Summarization
Medical
PDF
2022-06-13
MetaTPTrans: A Meta Learning Approach for Multilingual Code Representation Learning
Weiguo Pian, Hanyu Peng, Xunzhu Tang, Tiezhu Sun, Haoye Tian, Andrew Habib, Jacques Klein, Tegawendé F. Bissyandé
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Summarization
Language_Model
Prediction
PDF
2022-06-13
An Exploration of Post-Editing Effectiveness in Text Summarization
Vivian Lai, Alison Smith-Renner, Ke Zhang, Ruijia Cheng, Wenjuan Zhang, Joel Tetreault, Alejandro Jaimes
arXiv_CL
arXiv_CL
Knowledge
Summarization
Text_Generation
PDF
2022-06-13
Indian Legal Text Summarization: A Text Normalisation-based Approach
Satyajit Ghosh, Mousumi Dutta, Tanaya Das
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-06-12
Self-critiquing models for assisting human evaluators
William Saunders, Catherine Yeh, Jeff Wu, Steven Bills, Long Ouyang, Jonathan Ward, Jan Leike
arXiv_CL
arXiv_CL
Knowledge
Summarization
Language_Model
PDF
2022-06-10
A Multi-Task Benchmark for Korean Legal Language Understanding and Judgement Prediction
Wonseok Hwang, Dongjun Lee, Kyoungyeon Cho, Hanuhl Lee, Minjoon Seo
arXiv_AI
arXiv_AI
Review
Classification
Deep_Learning
Summarization
Language_Model
Prediction
PDF
2022-06-09
Topic-Aware Evaluation and Transformer Methods for Topic-Controllable Summarization
Tatiana Passali, Grigorios Tsoumakas
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Summarization
PDF
2022-06-09
CLTS+: A New Chinese Long Text Summarization Dataset with Abstractive Summaries
Xiaojun Liu, Shunan Zang, Chuang Zhang, Xiaojun Chen, Yangyang Ding
arXiv_AI
arXiv_AI
Pose
Action
Summarization
PDF
2022-06-08
Counseling Summarization using Mental Health Knowledge Guided Utterance Filtering
Aseem Srivastava, Tharun Suresh, Sarah Peregrine (Grin) Lord, Md. Shad Akhtar, Tanmoy Chakraborty
arXiv_CL
arXiv_CL
Knowledge
Pose
Face
Summarization
PDF
2022-06-06
Learning to Break the Loop: Analyzing and Mitigating Repetitions for Neural Text Generation
Jin Xu, Xiaojiang Liu, Jianhao Yan, Deng Cai, Huayang Li, Jian Li
arXiv_CL
arXiv_CL
Pose
Quantitative
Relation
Summarization
Text_Generation
Language_Model
PDF
2022-06-03
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in Russian
Tatiana Shamardina, Vladislav Mikhailov, Daniil Chernianskii, Alena Fenogenova, Marat Saidov, Anastasiya Valeeva, Tatiana Shavrina, Ivan Smurov, Elena Tutubalina, Ekaterina Artemova
arXiv_CL
arXiv_CL
Bert
Zero-Shot
Classification
Detection
GAN
Summarization
PDF
2022-06-03
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews
Reinald Kim Amplayo, Arthur Bražinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu
arXiv_AI
arXiv_AI
Unsupervised
Knowledge
Review
Few-Shot
Summarization
Text_Generation
Inference
PDF
2022-06-02
MentSum: A Resource for Exploring Summarization of Mental Health Online Posts
Sajad Sotudeh, Nazli Goharian, Zachary Young
arXiv_CL
arXiv_CL
Summarization
PDF
2022-06-02
TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation
Sajad Sotudeh, Nazli Goharian
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
PDF
2022-05-31
CodeAttack: Code-based Adversarial Attacks for Pre-Trained Programming Language Models
Akshita Jha, Chandan K. Reddy
arXiv_CL
arXiv_CL
Bert
Adversarial
Pose
Summarization
Language_Model
PDF
2022-05-31
NEWTS: A Corpus for News Topic-Focused Summarization
Seyed Ali Bahrainian, Sheridan Feucht, Carsten Eickhoff
arXiv_CL
arXiv_CL
Pose
GAN
Summarization
Language_Model
PDF
2022-05-30
X-SCITLDR: Cross-Lingual Extreme Summarization of Scholarly Documents
Sotaro Takeshita, Tommaso Green, Niklas Friedrich, Kai Eckert, Simone Paolo Ponzetto
arXiv_CL
arXiv_CL
Few-Shot
Summarization
PDF
2022-05-29
CoNT: Contrastive Neural Text Generation
Chenxin An, Jiangtao Feng, Kai Lv, Lingpeng Kong, Xipeng Qiu, Xuanjing Huang
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Summarization
Text_Generation
PDF
2022-05-28
A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization
Puyuan Liu, Xiang Zhang, Lili Mou
arXiv_CL
arXiv_CL
Pose
Classification
Attention
Summarization
PDF
2022-05-28
Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization
Puyuan Liu, Chenyang Huang, Lili Mou
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Pose
Summarization
Inference
PDF
2022-05-26
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions
Haitao Lin, Junnan Zhu, Lu Xiang, Yu Zhou, Jiajun Zhang, Chengqing Zong
arXiv_CL
arXiv_CL
Pose
Action
Attention
Summarization
PDF
2022-05-26
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
Seongmin Park, Jihwa Lee
arXiv_AI
arXiv_AI
Segmentation
Unsupervised
Deep_Learning
Summarization
PDF
2022-05-25
Understanding Factual Errors in Summarization: Errors, Summarizers, Datasets, Error Detectors
Liyan Tang, Tanya Goyal, Alexander R. Fabbri, Philippe Laban, Jiacheng Xu, Semih Yahvuz, Wojciech Kryściński, Justin F. Rousseau, Greg Durrett
arXiv_AI
arXiv_AI
Transformer
Detection
Object_Detection
Summarization
PDF
2022-05-25
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation
Tu Vu, Aditya Barua, Brian Lester, Daniel Cer, Mohit Iyyer, Noah Constant
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Zero-Shot
Summarization
PDF
2022-05-25
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents by Sampling Summary Views
Marcio Fonseca, Yftah Ziser, Shay B. Cohen
arXiv_CL
arXiv_CL
Salient
Summarization
PDF
2022-05-25
Leveraging Locality in Abstractive Text Summarization
Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed H. Awadallah, Dragomir Radev
arXiv_CL
arXiv_CL
Attention
Summarization
PDF
2022-05-25
Counterfactual Data Augmentation improves Factuality of Abstractive Summarization
Dheeraj Rajagopal, Siamak Shakeri, Cicero Nogueira dos Santos, Eduard Hovy, Chung-Ching Chang
arXiv_CL
arXiv_CL
Summarization
Language_Model
PDF
2022-05-24
MaskEval: Weighted MLM-Based Evaluation for Text Summarization and Simplification
Yu Lu Liu, Rachel Bawden, Thomas Scaliom, Benoît Sagot, Jackie Chi Kit Cheung
arXiv_CL
arXiv_CL
Relation
Attention
Summarization
Language_Model
PDF
2022-05-24
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint
Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
Text_Generation
Medical
PDF
2022-05-24
Unsupervised Learning of Hierarchical Conversation Structure
Bo-Ru Lu, Yushi Hu, Hao Cheng, Noah A. Smith, Mari Ostendorf
arXiv_CL
arXiv_CL
Unsupervised
Summarization
PDF
2022-05-23
SQuALITY: Building a Long-Document Summarization Dataset the Hard Way
Alex Wang, Richard Yuanzhe Pang, Angelica Chen, Jason Phang, Samuel R. Bowman
arXiv_AI
arXiv_AI
Summarization
PDF
2022-05-23
A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation
Weizhen Qi, Yeyun Gong, Yelong Shen, Jian Jiao, Yu Yan, Houqiang Li, Ruofei Zhang, Weizhu Chen, Nan Duan
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Summarization
Text_Generation
Inference
PDF
2022-05-23
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Pose
Summarization
PDF
2022-05-21
Deep Learning for Omnidirectional Vision: A Survey and New Perspectives
Hao Ai, Zidong Cao, Jinjing Zhu, Haotian Bai, Yucheng Chen, Ling Wang
arXiv_CV
arXiv_CV
Review
Survey
Deep_Learning
Attention
Summarization
Autonomous
PDF
2022-05-20
Lossless Acceleration for Seq2seq Generation with Aggressive Decoding
Tao Ge, Heming Xia, Xin Sun, Si-Qing Chen, Furu Wei
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
PDF
2022-05-20
On the Trade-off between Redundancy and Local Coherence in Summarization
Ronald Cardenas, Matthias Galle, Shay B. Cohen
arXiv_CL
arXiv_CL
Unsupervised
Optimization
Pose
Action
Summarization
PDF
2022-05-19
Summarization as Indirect Supervision for Relation Extraction
Keming Lu, I-Hung Hsu, Wenxuan Zhou, Mingyu Derek Ma, Muhao Chen
arXiv_CL
arXiv_CL
Action
Relation
Relation_Extraction
Summarization
Inference
PDF
2022-05-19
SNaC: Coherence Error Detection for Narrative Summarization
Tanya Goyal, Junyi Jessy Li, Greg Durrett
arXiv_CL
arXiv_CL
Face
Detection
Summarization
PDF
2022-05-19
Twist Decoding: Diverse Generators Guide Each Other
Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Hao Peng, Ximing Lu, Dragomir Radev, Yejin Choi, Noah A. Smith
arXiv_CL
arXiv_CL
Pose
Summarization
Inference
PDF
2022-05-18
Topic Segmentation of Research Article Collections
Erion Çano, Benjamin Roth
arXiv_CL
arXiv_CL
Segmentation
Recognition
Pose
Summarization
PDF
2022-05-18
Evaluation of Transfer Learning for Polish with a Text-to-Text Model
Aleksandra Chrabrowa, Łukasz Dragan, Karol Grzegorczyk, Dariusz Kajtoch, Mikołaj Koszowski, Robert Mroczkowski, Piotr Rybak
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Transfer_Learning
Pose
Denoising
Summarization
PDF
2022-05-17
An Evaluation Framework for Legal Document Summarization
Ankan Mullick, Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, R Raghav, Roshni Kar
arXiv_CL
arXiv_CL
Knowledge
Pose
Action
Summarization
Matching
PDF
2022-05-16
FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization
David Wan, Mohit Bansal
arXiv_AI
arXiv_AI
Transformer
Zero-Shot
Knowledge
Contrastive_Learning
Few-Shot
Summarization
PDF
2022-05-13
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets
Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
PDF
2022-05-13
ViT5: Pretrained Text-to-Text Transformer for Vietnamese Language Generation
Long Phan, Hieu Tran, Hieu Nguyen, Trieu H. Trinh
arXiv_AI
arXiv_AI
Transformer
Recognition
Self-Supervised
Summarization
Text_Generation
PDF
2022-05-12
CiteSum: Citation Text-guided Scientific Extreme Summarization and Low-resource Domain Adaptation
Yuning Mao, Ming Zhong, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Zero-Shot
Pose
Few-Shot
Summarization
PDF
2022-05-12
Falsesum: Generating Document-level NLI Examples for Recognizing Factual Inconsistency in Summarization
Prasetya Ajie Utama, Joshua Bambrick, Nafise Sadat Moosavi, Iryna Gurevych
arXiv_CL
arXiv_CL
Summarization
Text_Generation
Inference
PDF
2022-05-11
ALIGNMEET: A Comprehensive Tool for Meeting Annotation, Alignment, and Evaluation
Peter Polák, Muskaan Singh, Anna Nedoluzhko, Ondřej Bojar
arXiv_CL
arXiv_CL
Knowledge
Face
Summarization
PDF
2022-05-10
Unifying Language Learning Paradigms
Yi Tay, Mostafa Dehghani, Vinh Q. Tran, Xavier Garcia, Dara Bahri, Tal Schuster, Huaixiu Steven Zheng, Neil Houlsby, Donald Metzler
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Text_Classification
Knowledge
Pose
Classification
Summarization
PDF
2022-05-10
A Neural Network Architecture for Program Understanding Inspired by Human Behaviors
Renyu Zhu, Lei Yuan, Xiang Li, Ming Gao, Wenyuan Cai
arXiv_AI
arXiv_AI
Transformer
Embedding
Knowledge
Pose
Action
Detection
Summarization
PDF
2022-05-10
SuMe: A Dataset Towards Summarizing Biomedical Mechanisms
Mohaddeseh Bastan, Nishant Shankar, Mihai Surdeanu, Niranjan Balasubramanian
arXiv_AI
arXiv_AI
Relation
Summarization
Medical
Language_Model
PDF
2022-05-09
Few-shot Mining of Naturally Occurring Inputs and Outputs
Mandar Joshi, Terra Blevins, Mike Lewis, Daniel S. Weld, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Few-Shot
Summarization
PDF
2022-05-09
ACM -- Attribute Conditioning for Abstractive Multi Document Summarization
Aiswarya Sankar, Ankit Chadha
arXiv_AI
arXiv_AI
Transformer
Salient
Pose
Sentiment
Attention
Summarization
PDF
2022-05-05
Introducing the Welsh Text Summarisation Dataset and Baseline Systems
Ignatius Ezeani, Mahmoud El-Haj, Jonathan Morris, Dawn Knight
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-05-04
Efficient Few-Shot Fine-Tuning for Opinion Summarization
Arthur Bražinskas, Ramesh Nallapati, Mohit Bansal, Markus Dreyer
arXiv_AI
arXiv_AI
Transformer
Knowledge
Review
Self-Supervised
Few-Shot
GAN
Summarization
PDF
2022-05-04
Masked Summarization to Generate Factually Inconsistent Summaries for Improved Factual Consistency Checking
Hwanhee Lee, Kang Min Yoo, Joonsuk Park, Hwaran Lee, Kyomin Jung
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
PDF
2022-05-04
Improving Multi-Document Summarization through Referenced Flexible Extraction with Credit-Awareness
Yun-Zhu Song, Yi-Syuan Chen, Hong-Han Shuai
arXiv_AI
arXiv_AI
Transformer
Reinforcement_Learning
Optimization
Salient
Pose
Action
Summarization
Language_Model
Prediction
PDF
2022-05-03
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity?
Subba Reddy Oota, Jashn Arora, Veeral Agarwal, Mounika Marreddy, Manish Gupta, Bapi Raju Surampudi
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Relation
Summarization
Activity
Inference
Language_Model
PDF
2022-05-02
A Multi-stage deep architecture for summary generation of soccer videos
Melissa Sanabria, Frédéric Precioso, Pierre-Alexandre Mattei, Thomas Menguy
arXiv_AI
arXiv_AI
Knowledge
Pose
Action
Deep_Learning
Summarization
PDF
2022-05-01
Large-Scale Multi-Document Summarization with Information Extraction and Compression
Ning Wang, Han Liu, Diego Klabjan
arXiv_CL
arXiv_CL
Action
Summarization
Language_Model
PDF
2022-05-01
The Cross-lingual Conversation Summarization Challenge
Yulong Chen, Ming Zhong, Xuefeng Bai, Naihao Deng, Jing Li, Xianchao Zhu, Yue Zhang
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-04-29
Polyglot Prompt: Multilingual Multitask PrompTraining
Jinlan Fu, See-Kiong Ng, Pengfei Liu
arXiv_CL
arXiv_CL
Recognition
Sentiment_Classification
Pose
Classification
Sentiment
Summarization
Inference
PDF
2022-04-29
Learning from Natural Language Feedback
Jérémy Scheurer, Jon Ander Campos, Jun Shern Chan, Angelica Chen, Kyunghyun Cho, Ethan Perez
arXiv_AI
arXiv_AI
Pose
Summarization
Language_Model
PDF
2022-04-28
Faithful to the Document or to the World? Mitigating Hallucinations via Entity-linked Knowledge in Abstractive Summarization
Yue Dong, John Wieting, Pat Verga
arXiv_CL
arXiv_CL
Knowledge
Pose
Summarization
PDF
2022-04-28
CAVES: A Dataset to facilitate Explainable Classification and Summarization of Concerns towards COVID Vaccines
Soham Poddar, Azlaan Mustafa Samad, Rajdeep Mukherjee, Niloy Ganguly, Saptarshi Ghosh
arXiv_CL
arXiv_CL
Knowledge
Classification
Summarization
PDF
2022-04-28
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization
Ruipeng Jia, Xingxing Zhang, Yanan Cao, Shi Wang, Zheng Lin, Furu Wei
arXiv_AI
arXiv_AI
Zero-Shot
Pose
Summarization
PDF
2022-04-28
Post-Training Dialogue Summarization using Pseudo-Paraphrasing
Qi Jia, Yizhu Liu, Haifeng Tang, Kenny Q. Zhu
arXiv_CL
arXiv_CL
Knowledge
Pose
Summarization
Language_Model
PDF
2022-04-27
An End-to-End Dialogue Summarization System for Sales Calls
Abedelkadir Asi, Song Wang, Roy Eisenstadt, Dean Geckt, Yarin Kuper, Yi Mao, Royi Ronen
arXiv_CL
arXiv_CL
Summarization
PDF
2022-04-27
Executive Function: A Contrastive Value Policy for Resampling and Relabeling Perceptions via Hindsight Summarization?
Chris Lengerich, Ben Lengerich
arXiv_CL
arXiv_CL
Action
Few-Shot
Summarization
Prediction
PDF
2022-04-26
Toward Policy Explanations for Multi-Agent Reinforcement Learning
Kayla Boggess, Sarit Kraus, Lu Feng
arXiv_AI
arXiv_AI
Reinforcement_Learning
Pose
Action
Summarization
Autonomous
PDF
2022-04-26
Science Checker: Extractive-Boolean Question Answering For Scientific Fact Checking
Loïc Rakotoson, Charles Letaillieur, Sylvain Massip, Fréjus Laleye
arXiv_AI
arXiv_AI
Bert
Knowledge
Pose
Classification
Summarization
Medical
QA
PDF
2022-04-25
A global analysis of metrics used for measuring performance in natural language processing
Kathrin Blagec, Georg Dorffner, Milad Moradi, Simon Ott, Matthias Samwald
arXiv_AI
arXiv_AI
Pose
Relation
Summarization
PDF
2022-04-24
Embedding Knowledge for Document Summarization: A Survey
Yutong Qu, Wei Emma Zhang, Jian Yang, Lingfei Wu, Jia Wu, Xindong Wu
arXiv_AI
arXiv_AI
Embedding
Knowledge
Pose
Survey
Deep_Learning
Attention
Summarization
PDF
2022-04-23
WikiMulti: a Corpus for Cross-Lingual Summarization
Pavel Tikhonov, Valentin Malykh
arXiv_CL
arXiv_CL
Summarization
PDF
2022-04-21
Cross-Lingual Query-Based Summarization of Crisis-Related Social Media: An Abstractive Approach Using Transformers
Fedor Vitiugin, Carlos Castillo
arXiv_CL
arXiv_CL
Transformer
Embedding
Pose
Summarization
PDF
2022-04-21
Re-Examining System-Level Correlations of Automatic Summarization Evaluation Metrics
Daniel Deutsch, Rotem Dror, Dan Roth
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
PDF
2022-04-21
Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics
Daniel Deutsch, Dan Roth
arXiv_CL
arXiv_CL
Bert
Summarization
Prediction
QA
PDF
2022-04-21
Spurious Correlations in Reference-Free Evaluation of Text Generation
Esin Durmus, Faisal Ladhak, Tatsunori Hashimoto
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
Text_Generation
PDF
2022-04-20
A Survey on Neural Abstractive Summarization Methods and Factual Consistency of Summarization
Meng Cao
arXiv_CL
arXiv_CL
Salient
Survey
Summarization
PDF
2022-04-20
A Survey on Non-Autoregressive Generation for Neural Machine Translation and Beyond
Yisheng Xiao, Lijun Wu, Junliang Guo, Juntao Li, Min Zhang, Tao Qin, Tie-yan Liu
arXiv_CL
arXiv_CL
Transformer
Recognition
Review
Speech
Pose
Survey
NMT
Attention
Summarization
Speech_Recognition
Inference
Prediction
PDF
2022-04-19
Building Odia Shallow Parser
Pruthwik Mishra, Dipti Misra Sharma
arXiv_CL
arXiv_CL
Sentiment
Summarization
PDF
2022-04-19
ATP: AMRize Then Parse! Enhancing AMR Parsing with PseudoAMRs
Liang Chen, Peiyi Wang, Runxin Xu, Tianyu Liu, Zhifang Sui, Baobao Chang
arXiv_CL
arXiv_CL
Knowledge
Pose
Summarization
PDF
2022-04-18
MHSCNet: A Multimodal Hierarchical Shot-aware Convolutional Network for Video Summarization
Wujiang Xu, Shaoshuai Li, Qiongxu Ma, Yunan Zhao, Sheng Guo, jeff little Guo, Bing Han, Junchi Yan, Yifei Xu
arXiv_CV
arXiv_CV
Pose
Summarization
CNN
PDF
2022-04-18
Factual Error Correction for Abstractive Summaries Using Entity Retrieval
Hwanhee Lee, Cheoneum Park, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Juae Kim, Kyomin Jung
arXiv_CL
arXiv_CL
Pose
Summarization
Language_Model
PDF
2022-04-16
BLISS: Robust Sequence-to-Sequence Learning via Self-Supervised Input Representation
Zheng Zhang, Liang Ding, Dazhao Cheng, Xuebo Liu, Min Zhang, Dacheng Tao
arXiv_CL
arXiv_CL
Transformer
Knowledge
Self-Supervised
Pose
Summarization
Prediction
PDF
2022-04-16
Bridging Cross-Lingual Gaps During Leveraging the Multilingual Sequence-to-Sequence Pretraining for Text Generation
Changtong Zan, Liang Ding, Li Shen, Yu Cao, Weifeng Liu, Dacheng Tao
arXiv_CL
arXiv_CL
Zero-Shot
Self-Supervised
Summarization
Text_Generation
Language_Model
PDF
2022-04-15
Evaluating Factuality in Text Simplification
Ashwin Devaraj, William Sheffield, Byron C. Wallace, Junyi Jessy Li
arXiv_CL
arXiv_CL
Attention
Summarization
Medical
PDF
2022-04-15
Summarization with Graphical Elements
Maartje ter Hoeve, Julia Kiseleva, Maarten de Rijke
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-04-15
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models
Phyllis Ang, Bhuwan Dhingra, Lisa Wu Wills
arXiv_CL
arXiv_CL
Summarization
Inference
PDF
2022-04-13
Learning to Revise References for Faithful Summarization
Griffin Adams, Han-Chin Shing, Qing Sun, Christopher Winestock, Kathleen McKeown, Noémie Elhadad
arXiv_CL
arXiv_CL
Transformer
Pose
Contrastive_Learning
Action
Summarization
Inference
PDF
2022-04-13
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts
Irene Li, Keen You, Xiangru Tang, Yujie Qiao, Lucas Huang, Chia-Chun Hsieh, Benjamin Rosand, Dragomir Radev
arXiv_CL
arXiv_CL
Recognition
Face
Action
Attention
Summarization
Medical
PDF
2022-04-13
FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations
Leonardo F. R. Ribeiro, Mengwen Liu, Iryna Gurevych, Markus Dreyer, Mohit Bansal
arXiv_CL
arXiv_CL
Pose
Action
Relation
Summarization
PDF
2022-04-12
Training a Helpful and Harmless Assistant with Reinforcement Learning from Human Feedback
Yuntao Bai, Andy Jones, Kamal Ndousse, Amanda Askell, Anna Chen, Nova DasSarma, Dawn Drain, Stanislav Fort, Deep Ganguli, Tom Henighan, Nicholas Joseph, Saurav Kadavath, Jackson Kernion, Tom Conerly, Sheer El-Showk, Nelson Elhage, Zac Hatfield-Dodds, Danny Hernandez, Tristan Hume, Scott Johnston, Shauna Kravec, Liane Lovitt, Neel Nanda, Catherine Olsson, Dario Amodei, Tom Brown, Jack Clark, Sam McCandlish, Chris Olah, Ben Mann, Jared Kaplan
arXiv_CL
arXiv_CL
Reinforcement_Learning
Detection
Relation
Summarization
Language_Model
PDF
2022-04-12
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback
Duy-Hung Nguyen, Nguyen Viet Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Le, Shahab Sabahi, Minh-Tien Nguyen, Hung Le
arXiv_AI
arXiv_AI
Pose
Few-Shot
Summarization
PDF
2022-04-11
Beam Decoding with Controlled Patience
Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Dragomir Radev, Yejin Choi, Noah A. Smith
arXiv_CL
arXiv_CL
Summarization
Text_Generation
Inference
PDF
2022-04-11
NeuS: Neutral Multi-News Summarization for Mitigating Framing Bias
Nayeon Lee, Yejin Bang, Tiezheng Yu, Andrea Madotto, Pascale Fung
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-04-11
Evaluation of Automatic Text Summarization using Synthetic Facts
Jay Ahn (1), Foaad Khosmood (1) ((1) California Polytechnic State University, San Luis Obispo)
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-04-09
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization
Ze Yang, Liran Wang, Zhoujin Tian, Wei Wu, Zhoujun Li
arXiv_CL
arXiv_CL
Transformer
Pose
Relation
Attention
Summarization
Language_Model
Prediction
PDF
2022-04-09
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization
Xiaochen Liu, Yu Bai, Jiawei Li, Yinan Hu, Yang Gao
arXiv_AI
arXiv_AI
Transformer
Embedding
Self-Supervised
Few-Shot
Attention
Summarization
PDF
2022-04-09
Domain-Oriented Prefix-Tuning: Towards Efficient and Generalizable Fine-tuning for Zero-Shot Dialogue Summarization
Lulu Zhao, Fujia Zheng, Weihao Zeng, Keqing He, Weiran Xu, Huixing Jiang, Wei Wu, Yanan Wu
arXiv_CL
arXiv_CL
Transformer
Zero-Shot
Pose
Summarization
PDF
2022-04-08
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
Hongyi Yuan, Zheng Yuan, Ruyi Gan, Jiaxing Zhang, Yutao Xie, Sheng Yu
arXiv_CL
arXiv_CL
Recognition
Summarization
Medical
Language_Model
PDF
2022-04-08
Adding Connectionist Temporal Summarization into Conformer to Improve Its Decoder Efficiency For Speech Recognition
Nick J.C. Wang, Zongfeng Quan, Shaojun Wang, Jing Xiao
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Classification
Attention
Summarization
Speech_Recognition
PDF
2022-04-08
A Study of Different Ways to Use The Conformer Model For Spoken Language Understanding
Nick J.C. Wang, Shaojun Wang, Jing Xiao
arXiv_CL
arXiv_CL
Recognition
Optimization
Speech
Pose
Summarization
PDF
2022-04-07
MHMS: Multimodal Hierarchical Multimedia Summarization
Jielin Qiu, Jiacheng Zhu, Mengdi Xu, Franck Dernoncourt, Trung Bui, Zhaowen Wang, Bo Li, Ding Zhao, Hailin Jin
arXiv_CL
arXiv_CL
Segmentation
Pose
Action
Summarization
PDF
2022-04-06
Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding
Yanjun Gao, Dmitriy Dligach, Timothy Miller, Samuel Tesch, Ryan Laffin, Matthew M. Churpek, Majid Afshar
arXiv_AI
arXiv_AI
Knowledge
Action
Relation
Summarization
Inference
Prediction
PDF
2022-04-06
Domain Specific Fine-tuning of Denoising Sequence-to-Sequence Models for Natural Language Summarization
Brydon Parker, Alik Sokolov, Mahtab Ahmed, Matt Kalebic, Sedef Akinli Kocak, Ofer Shai
arXiv_CL
arXiv_CL
Knowledge
Denoising
Summarization
Medical
PDF
2022-04-05
An Exploratory Study on Code Attention in BERT
Rishab Sharma, Fuxiang Chen, Fatemeh Fard, David Lo
arXiv_CL
arXiv_CL
Transformer
Embedding
Bert
Detection
Attention
Summarization
Language_Model
PDF
2022-04-05
On the Transferability of Pre-trained Language Models for Low-Resource Programming Languages
Fuxiang Chen, Fatemeh Fard, David Lo, Timofey Bryksin
arXiv_CL
arXiv_CL
Pose
Summarization
Language_Model
PDF
2022-04-05
EntSUM: A Data Set for Entity-Centric Summarization
Mounica Maddela, Mayank Kulkarni, Daniel Preotiuc-Pietro
arXiv_CL
arXiv_CL
Pose
Quantitative
Summarization
PDF
2022-04-05
Abstractive summarization of hospitalisation histories with transformer networks
Alexander Yalunin, Dmitriy Umerenkov, Vladimir Kokh
arXiv_CL
arXiv_CL
Transformer
Bert
Summarization
PDF
2022-04-04
Applying Automatic Text Summarization for Fake News Detection
Philipp Hartl, Udo Kruschwitz
arXiv_CL
arXiv_CL
Transformer
Bert
Detection
Summarization
Language_Model
PDF
2022-04-02
HLDC: Hindi Legal Documents Corpus
Arnav Kapoor, Mudit Dhawan, Anmol Goel, T.H. Arjun, Akshala Bhatnagar, Vibhu Agrawal, Amul Agrawal, Arnab Bhattacharya, Ponnurangam Kumaraguru, Ashutosh Modi
arXiv_CL
arXiv_CL
Pose
Summarization
Prediction
PDF
2022-04-02
Improving the Factual Accuracy of Abstractive Clinical Text Summarization using Multi-Objective Optimization
Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan, Mia Cajita
arXiv_CL
arXiv_CL
Transformer
Optimization
Knowledge
Pose
Summarization
PDF
2022-04-01
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization
Georgios Katsimpras, Georgios Paliouras
arXiv_CL
arXiv_CL
Bert
Knowledge
Pose
Summarization
Medical
PDF
2022-04-01
Graph Enhanced Contrastive Learning for Radiology Findings Summarization
Jinpeng Hu, Zhuo Li, Zhihong Chen, Zhen Li, Xiang Wan, Tsung-Hui Chang
arXiv_AI
arXiv_AI
Knowledge
Pose
Contrastive_Learning
Relation
Attention
Summarization
PDF
2022-03-31
BRIO: Bringing Order to Abstractive Summarization
Yixin Liu, Pengfei Liu, Dragomir Radev, Graham Neubig
arXiv_CL
arXiv_CL
Pose
Summarization
Inference
PDF
2022-03-30
An Overview of Indian Language Datasets used for Text Summarization
Shagun Sinha, Girish Nath Jha
arXiv_CL
arXiv_CL
Pose
Face
Survey
Summarization
PDF
2022-03-30
Entity-driven Fact-aware Abstractive Summarization of Biomedical Literature
Amanuel Alambo, Tanvi Banerjee, Krishnaprasad Thirunarayan, Michael Raymer
arXiv_CL
arXiv_CL
Transformer
Knowledge
Pose
Summarization
Medical
Inference
PDF
2022-03-29
Text-Driven Video Acceleration: A Weakly-Supervised Reinforcement Learning Method
Washington Ramos, Michel Silva, Edson Araujo, Victor Moura, Keller Oliveira, Leandro Soriano Marcolino, Erickson R. Nascimento
arXiv_CV
arXiv_CV
Embedding
Reinforcement_Learning
Pose
Attention
Summarization
PDF
2022-03-29
Heuristic-based Inter-training to Improve Few-shot Multi-perspective Dialog Summarization
Benjamin Sznajder, Chulaka Gunasekara, Guy Lev, Sachin Joshi, Eyal Shnarch, Noam Slonim
arXiv_CL
arXiv_CL
Pose
Few-Shot
GAN
Summarization
PDF
2022-03-28
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation
Shashi Narayan, Gonçalo Simões, Yao Zhao, Joshua Maynez, Dipanjan Das, Michael Collins, Mirella Lapata
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-03-27
Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-Centric Summarization
Zhenjie Zhao, Yufang Hou, Dakuo Wang, Mo Yu, Chengzhong Liu, Xiaojuan Ma
arXiv_CL
arXiv_CL
Transformer
Salient
Pose
Summarization
QA
PDF
2022-03-25
Deep Multi-modal Fusion of Image and Non-image Data in Disease Diagnosis and Prognosis: A Review
Can Cui, Haichun Yang, Yaohong Wang, Shilin Zhao, Zuhayr Asad, Lori A. Coburn, Keith T. Wilson, Bennett A. Landman, Yuankai Huo
arXiv_AI
arXiv_AI
Review
Quantitative
Deep_Learning
Summarization
PDF
2022-03-24
Effectively leveraging Multi-modal Features for Movie Genre Classification
Zhongping Zhang, Yiwen Gu, Bryan A. Plummer, Xin Miao, Jiayi Liu, Huayan Wang
arXiv_CV
arXiv_CV
Pose
Boundary_Detection
Classification
Detection
Relation
Summarization
Prediction
Recommendation
PDF
2022-03-23
A Survey on Cross-Lingual Summarization
Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou
arXiv_CL
arXiv_CL
Review
Survey
Attention
GAN
Summarization
PDF
2022-03-22
Towards Abstractive Grounded Summarization of Podcast Transcripts
Kaiqiang Song, Chen Li, Xiaoyang Wang, Dong Yu, Fei Liu
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Face
Summarization
PDF
2022-03-21
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization
Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew Arnold, Bing Xiang, Dan Roth
arXiv_CL
arXiv_CL
Quantization
Knowledge
Pose
Summarization
QA
PDF
2022-03-21
AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization
Moussa Kamal Eddine, Nadi Tomeh, Nizar Habash, Joseph Le Roux, Michalis Vazirgiannis
arXiv_CL
arXiv_CL
Transformer
Bert
Pose
Summarization
PDF
2022-03-21
HIBRIDS: Attention with Hierarchical Biases for Structure-aware Long Document Summarization
Shuyang Cao, Lu Wang
arXiv_CL
arXiv_CL
Transformer
Salient
Attention
Summarization
PDF
2022-03-19
Read Top News First: A Document Reordering Approach for Multi-Document News Summarization
Chao Zhao, Tenghao Huang, Somnath Basu Roy Chowdhury, Muthu Kumar Chandrasekaran, Kathleen McKeown, Snigdha Chaturvedi
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
PDF
2022-03-19
Meta-X$_{NLG}$: A Meta-Learning Approach Based on Language Clustering for Zero-Shot Cross-Lingual Transfer and Generation
Kaushal Kumar Maurya, Maunendra Sankar Desarkar
arXiv_CL
arXiv_CL
Zero-Shot
Pose
Summarization
PDF
2022-03-18
M2TS: Multi-Scale Multi-Modal Approach Based on Transformer for Source Code Summarization
Yuexiu Gao, Chen Lyu
arXiv_AI
arXiv_AI
Transformer
Knowledge
Pose
Action
Summarization
PDF
2022-03-17
HiStruct+: Improving Extractive Text Summarization with Hierarchical Structure Information
Qian Ruan, Malte Ostendorff, Georg Rehm
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
Language_Model
PDF
2022-03-17
An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models
Sweta Agrawal, Marine Carpuat
arXiv_CL
arXiv_CL
Pose
Summarization
Inference
PDF
2022-03-17
ODE Transformer: An Ordinary Differential Equation-Inspired Model for Sequence Generation
Bei Li, Quan Du, Tao Zhou, Yi Jing, Shuhan Zhou, Xin Zeng, Tong Xiao, JingBo Zhu, Xuebo Liu, Min Zhang
arXiv_CL
arXiv_CL
Transformer
Relation
Summarization
Inference
PDF
2022-03-17
Community-Driven Comprehensive Scientific Paper Summarization: Insight from cvpaper.challenge
Shintaro Yamamoto, Hirokatsu Kataoka, Ryota Suzuki, Seitaro Shinagawa, Shigeo Morishima
arXiv_CV
arXiv_CV
Recognition
Knowledge
Survey
Quantitative
GAN
Summarization
Activity
PDF
2022-03-16
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data
Shuohang Wang, Yichong Xu, Yuwei Fang, Yang Liu, Siqi Sun, Ruochen Xu, Chenguang Zhu, Michael Zeng
arXiv_CL
arXiv_CL
Knowledge
Pose
Summarization
Language_Model
QA
PDF
2022-03-16
A Feasibility Study of Answer-Unaware Question Generation for Education
Liam Dugan, Eleni Miltsakaki, Shriyash Upadhyay, Etan Ginsberg, Hannah Gonzalez, Dayheon Choi, Chuning Yuan, Chris Callison-Burch
arXiv_CL
arXiv_CL
Summarization
PDF
2022-03-16
Don't Say What You Don't Know: Improving the Consistency of Abstractive Summarization by Constraining Beam Search
Daniel King, Zejiang Shen, Nishant Subramani, Daniel S. Weld, Iz Beltagy, Doug Downey
arXiv_CL
arXiv_CL
Transformer
Summarization
PDF
2022-03-16
MCoNaLa: A Benchmark for Code Generation from Multiple Natural Languages
Zhiruo Wang, Grace Cuenca, Shuyan Zhou, Frank F. Xu, Graham Neubig
arXiv_CL
arXiv_CL
Pose
Quantitative
Summarization
PDF
2022-03-15
Differentiable Multi-Agent Actor-Critic for Multi-Step Radiology Report Summarization
Sanjeev Kumar Karn, Ning Liu, Hinrich Schuetze, Oladimeji Farri
arXiv_CL
arXiv_CL
Salient
Action
Summarization
PDF
2022-03-15
Unsupervised Extractive Opinion Summarization Using Sparse Coding
Somnath Basu Roy Chowdhury, Chao Zhao, Snigdha Chaturvedi
arXiv_CL
arXiv_CL
Unsupervised
Sparse
Review
Pose
Summarization
PDF
2022-03-15
Long Document Summarization with Top-down and Bottom-up Inference
Bo Pang, Erik Nijkamp, Wojciech Kryściński, Silvio Savarese, Yingbo Zhou, Caiming Xiong
arXiv_CL
arXiv_CL
Transformer
Pose
Face
Attention
Summarization
Inference
PDF
2022-03-14
Uncertainty Estimation for Language Reward Models
Adam Gleave, Geoffrey Irving
arXiv_CL
arXiv_CL
Transformer
Unsupervised
Reinforcement_Learning
Summarization
Language_Model
Prediction
PDF
2022-03-13
Summarizing a virtual robot's past actions in natural language
Chad DeChant, Daniel Bauer
arXiv_RO
arXiv_RO
Pose
Action
Quantitative
Summarization
PDF
2022-03-13
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization
Mathieu Ravaut, Shafiq Joty, Nancy F. Chen
arXiv_CL
arXiv_CL
Summarization
Language_Model
PDF
2022-03-12
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization
Shankar Kanthara, Rixie Tiffany Ko Leong, Xiang Lin, Ahmed Masry, Megh Thakkar, Enamul Hoque, Shafiq Joty
arXiv_CL
arXiv_CL
Image_Caption
Summarization
Text_Generation
Caption
PDF
2022-03-10
IndicNLG Suite: Multilingual Datasets for Diverse NLG Tasks in Indic Languages
Aman Kumar, Himani Shrotriya, Prachi Sahu, Raj Dabre, Ratish Puduppully, Anoop Kunchukuttan, Amogh Mishra, Mitesh M. Khapra, Pratyush Kumar
arXiv_AI
arXiv_AI
Knowledge
Summarization
PDF
2022-03-10
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods
Wei Li, Wenhao Wu, Moye Chen, Jiachen Liu, Xinyan Xiao, Hua Wu
arXiv_CL
arXiv_CL
Optimization
Pose
Survey
Deep_Learning
Sentiment
GAN
Summarization
Text_Generation
Language_Model
PDF
2022-03-09
Contextual Networks and Unsupervised Ranking of Sentences
Hao Zhang, You Zhou, Jie Wang
arXiv_CL
arXiv_CL
Unsupervised
Relation
Summarization
PDF
2022-03-08
A Variational Hierarchical Model for Neural Cross-Lingual Summarization
Yunlong Liang, Fandong Meng, Chulun Zhou, Jinan Xu, Yufeng Chen, Jinsong Su, Jie Zhou
arXiv_CL
arXiv_CL
Pose
Relation
Few-Shot
Summarization
PDF
2022-03-06
A Survey of Implicit Discourse Relation Recognition
Wei Xiang, Bang Wang
arXiv_CL
arXiv_CL
Recognition
Survey
Relation
Summarization
PDF
2022-03-06
Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation
Linjiang Huang, Liang Wang, Hongsheng Li
arXiv_CV
arXiv_CV
Weakly_Supervised
Knowledge
Action_Localization
Pose
Action
Classification
Summarization
Activity
Prediction
PDF
2022-03-06
A Multi-Document Coverage Reward for RELAXed Multi-Document Summarization
Jacob Parnell, Inigo Jauregi Unanue, Massimo Piccardi
arXiv_CL
arXiv_CL
Reinforcement_Learning
Pose
Few-Shot
Summarization
Language_Model
PDF
2022-03-05
CptGraphSum: Let key clues guide the cross-lingual abstractive summarization
Shuyu Jiang, Dengbiao Tu, Xingshu Chen, Rui Tang, Wenxian Wang, Haizhou Wang
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-03-05
Scaling R-GCN Training with Graph Summarization
Alessandro Generale, Till Blume, Michael Cochez
arXiv_AI
arXiv_AI
Knowledge
Knowledge_Graph
Relation
Summarization
CNN
Inference
PDF
2022-03-04
No More Than 6ft Apart: Robust K-Means via Radius Upper Bounds
Ahmed Imtiaz Humayun, Randall Balestriero, Anastasios Kyrillidis, Richard Baraniuk
arXiv_AI
arXiv_AI
Knowledge
Pose
Summarization
PDF
2022-03-03
Deep Latent-Variable Models for Text Generation
Xiaoyu Shen
arXiv_CL
arXiv_CL
Knowledge
Deep_Learning
Summarization
Text_Generation
PDF
2022-03-03
PeerSum: A Peer Review Dataset for Abstractive Multi-document Summarization
Miao Li, Jianzhong Qi, Jey Han Lau
arXiv_CL
arXiv_CL
Review
Summarization
PDF
2022-03-03
Automatic Text Summarization Methods: A Comprehensive Review
Divakar Yadav, Jalpa Desai, Arun Kumar Yadav
arXiv_CL
arXiv_CL
Review
Summarization
PDF
2022-03-03
Dialogue Summaries as Dialogue States , Template-Guided Summarization for Few-shot Dialogue State Tracking
Jamin Shin, Hangyeol Yu, Hyeongdon Moon, Andrea Madotto, Juneyoung Park
arXiv_CL
arXiv_CL
Tracking
Pose
Few-Shot
Summarization
Inference
Language_Model
PDF
2022-03-02
Controlling the Focus of Pretrained Language Generation Models
Jiabao Ji, Yoon Kim, James Glass, Tianxing He
arXiv_AI
arXiv_AI
Transformer
Embedding
Summarization
PDF
2022-03-01
VScript: Controllable Script Generation with Audio-Visual Presentation
Ziwei Ji, Yan Xu, I-Tsun Cheng, Samuel Cahyawijaya, Rita Frieske, Etsuko Ishii, Min Zeng, Andrea Madotto, Pascale Fung
arXiv_CL
arXiv_CL
Speech
Face
Summarization
Video_Retrieval
PDF
2022-02-28
Recent Advances and Challenges in Deep Audio-Visual Correlation Learning
Luís Vilaça, Yi Yu, Paula Viana
arXiv_CV
arXiv_CV
Optimization
Pose
Survey
Deep_Learning
Relation
Attention
Summarization
PDF
2022-02-28
Supervised Machine Learning Algorithm for Detecting Consistency between Reported Findings and the Conclusions of Mammography Reports
Alexander Berdichevsky, Mor Peleg, Daniel L. Rubin
arXiv_CL
arXiv_CL
Classification
Summarization
PDF
2022-02-22
Learning Cluster Patterns for Abstractive Summarization
Sung-Guk Jo, Jeong-Jae Kim, Byung-Won On
arXiv_CL
arXiv_CL
Transformer
Bert
Salient
Pose
Summarization
PDF
2022-02-17
Designing Effective Sparse Expert Models
Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus
arXiv_CL
arXiv_CL
Transformer
Transfer_Learning
Sparse
Adversarial
Pose
Summarization
Language_Model
QA
PDF
2022-02-16
Probing Pretrained Models of Source Code
Sergey Troshin, Nadezhda Chirkova
arXiv_CL
arXiv_CL
Bert
Deep_Learning
Summarization
PDF
2022-02-14
Sequence-to-Sequence Resources for Catalan
Ona de Gibert, Ksenia Kharitonova, Blanca Calvo Figueras, Jordi Armengol-Estapé, Maite Melero
arXiv_AI
arXiv_AI
Summarization
PDF
2022-02-14
What Do They Capture? -- A Structural Analysis of Pre-Trained Language Models for Source Code
Yao Wan, Wei Zhao, Hongyu Zhang, Yulei Sui, Guandong Xu, Hai Jin
arXiv_AI
arXiv_AI
Transformer
Embedding
Bert
Pose
Relation
Attention
Summarization
Language_Model
PDF
2022-02-14
Source Code Summarization with Structural Relative Position Guided Transformer
Zi Gong, Cuiyun Gao, Yasheng Wang, Wenchao Gu, Yun Peng, Zenglin Xu
arXiv_CL
arXiv_CL
Transformer
RNN
Pose
Relation
Attention
Summarization
PDF
2022-02-14
Measuring 'Why' in Recommender Systems: a Comprehensive Survey on the Evaluation of Explainable Recommendation
Xu Chen, Yongfeng Zhang, Ji-Rong Wen
arXiv_AI
arXiv_AI
Review
Pose
Survey
Action
Summarization
Recommendation
PDF
2022-02-11
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization
Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou
arXiv_CL
arXiv_CL
Transformer
Pose
Face
Summarization
PDF
2022-02-08
NEWSKVQA: Knowledge-Aware News Video Question Answering
Pranay Gupta, Manish Gupta
arXiv_CV
arXiv_CV
Surveillance
Video_Indexing
Knowledge
Pose
VQA
Summarization
Activity
QA
Video_Retrieval
PDF
2022-02-08
Differentiable N-gram Objective on Abstractive Summarization
Yunqi Zhu, Wensheng Zhang, Mingjin Zhu
arXiv_CL
arXiv_CL
Enhancement
Pose
Summarization
Language_Model
PDF
2022-02-08
Survey of Hallucination in Natural Language Generation
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Andrea Madotto, Pascale Fung
arXiv_CL
arXiv_CL
Transformer
Review
Survey
Deep_Learning
GAN
Summarization
Text_Generation
Language_Model
PDF
2022-02-05
Semantic Similarity Computing Model Based on Multi Model Fine-Grained Nonlinear Fusion
Peiying Zhang, Xingzhe Huang, Yaqi Wang, Chunxiao Jiang, Shuqing He, Haifeng Wang
arXiv_CL
arXiv_CL
Recognition
Speech
Pose
Action
Classification
Deep_Learning
Summarization
Language_Model
Matching
PDF
2022-02-02
MMSys'22 Grand Challenge on AI-based Video Production for Soccer
Cise Midoglu, Steven A. Hicks, Vajira Thambawita, Tomas Kupka, Pål Halvorsen
arXiv_CV
arXiv_CV
Enhancement
Pose
Classification
Detection
Attention
Summarization
PDF
2022-01-31
Submodularity In Machine Learning and Artificial Intelligence
Jeff Bilmes
arXiv_AI
arXiv_AI
Sketch
Review
Summarization
PDF
2022-01-31
Corpus for Automatic Structuring of Legal Documents
Prathamesh Kalamkar, Aman Tiwari, Astha Agarwal, Saurabh Karn, Smita Gupta, Vivek Raghavan, Ashutosh Modi
arXiv_AI
arXiv_AI
GAN
Summarization
Prediction
PDF
2022-01-29
Unsupervised Summarization with Customized Granularities
Ming Zhong, Yang Liu, Suyu Ge, Yuning Mao, Yizhu Jiao, Xingxing Zhang, Yichong Xu, Chenguang Zhu, Michael Zeng, Jiawei Han
arXiv_CL
arXiv_CL
Unsupervised
Pose
Summarization
PDF
2022-01-27
Exploring Global Diversity and Local Context for Video Summarization
Yingchao Pan, Ouhan Huang, Qinghao Ye, Zhongjin Li, Wenjiang Wang, Guodun Li, Yuxing Chen
arXiv_AI
arXiv_AI
Pose
Attention
Summarization
PDF
2022-01-26
DiscoScore: Evaluating Text Generation with BERT and Discourse Coherence
Wei Zhao, Michael Strube, Steffen Eger
arXiv_CL
arXiv_CL
Bert
Relation
Summarization
Text_Generation
PDF
2022-01-23
WIDAR -- Weighted Input Document Augmented ROUGE
Raghav Jain, Vaibhav Mavi, Anubhav Jangra, Sriparna Saha
arXiv_CL
arXiv_CL
Pose
Action
Summarization
PDF
2022-01-22
LTC-SUM: Lightweight Client-driven Personalized Video Summarization Framework Using 2D CNN
Ghulam Mujtaba, Adeel Malik, Eun-Seok Ryu
arXiv_AI
arXiv_AI
Knowledge
Pose
Quantitative
Summarization
PDF
2022-01-21
SciBERTSUM: Extractive Summarization for Scientific Documents
Athar Sefid, C Lee Giles
arXiv_CL
arXiv_CL
Embedding
Bert
Sparse
Attention
Summarization
PDF
2022-01-19
CM3: A Causal Masked Multimodal Model of the Internet
Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer
arXiv_CL
arXiv_CL
Zero-Shot
GAN
Summarization
Caption
Language_Model
PDF
2022-01-18
Klexikon: A German Dataset for Joint Summarization and Simplification
Dennis Aumiller, Michael Gertz
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2022-01-14
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization
Mengsay Loem, Sho Takase, Masahiro Kaneko, Naoaki Okazaki
arXiv_CL
arXiv_CL
Summarization
PDF
2022-01-14
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark
Naman Bansal, Mousumi Akter, Shubhra Kanti Karmaker Santu
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
PDF
2022-01-10
SCROLLS: Standardized CompaRison Over Long Language Sequences
Uri Shaham, Elad Segal, Maor Ivgi, Avia Efrat, Ori Yoran, Adi Haviv, Ankit Gupta, Wenhan Xiong, Mor Geva, Jonathan Berant, Omer Levy
arXiv_AI
arXiv_AI
Summarization
Inference
PDF
2022-01-07
Video Summarization Based on Video-text Representation
Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui
arXiv_CV
arXiv_CV
Self-Supervised
Pose
Classification
Relation
Summarization
Video_Classification
PDF
2022-01-07
An Unsupervised Masking Objective for Abstractive Multi-Document News Summarization
Nikolai Vogler, Songlin Li, Yujie Xu, Yujian Mi, Taylor Berg-Kirkpatrick
arXiv_CL
arXiv_CL
Unsupervised
Summarization
PDF
2022-01-06
Automatic Related Work Generation: A Meta Study
Xiangci Li, Jessica Ouyang
arXiv_CL
arXiv_CL
Review
Pose
Survey
Attention
Summarization
Text_Generation
Activity
PDF
2022-01-05
Monitoring Energy Trends through Automatic Information Extraction
Dilek Küçük
arXiv_CL
arXiv_CL
Recognition
Action
Sentiment
GAN
Summarization
PDF
2021-12-28
Cognitive Computing to Optimize IT Services
Abbas Raza Ali
arXiv_CL
arXiv_CL
Segmentation
Salient
Knowledge
Pose
Survey
Action
Classification
Relation
Sentiment
GAN
Summarization
PDF
2021-12-27
Video Joint Modelling Based on Hierarchical Transformer for Co-summarization
Li Haopeng, Ke Qiuhong, Gong Mingming, Zhang Rui
arXiv_CV
arXiv_CV
Transformer
Reconstruction
Video_Caption
Pose
Relation
Summarization
PDF
2021-12-23
Measuring Attribution in Natural Language Generation Models
Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm, Michael Collins, Dipanjan Das, Slav Petrov, Gaurav Singh Tomar, Iulia Turc, David Reitter
arXiv_CL
arXiv_CL
Summarization
QA
PDF
2021-12-23
TFW2V: An Enhanced Document Similarity Method for the Morphologically Rich Finnish Language
Quan Duong, Mika Hämäläinen, Khalid Alnajjar
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2021-12-22
Adaptive Beam Search to Enhance On-device Abstractive Summarization
Harichandana B S S, Sumit Kumar
arXiv_CL
arXiv_CL
Bert
Knowledge
Review
Pose
Summarization
PDF
2021-12-22
Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization
Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang
arXiv_AI
arXiv_AI
Transformer
Transfer_Learning
Weakly_Supervised
Pose
Summarization
PDF
2021-12-22
Consistency and Coherence from Points of Contextual Similarity
Oleg Vasilyev, John Bohannon
arXiv_CL
arXiv_CL
Bert
Pose
Relation
Summarization
PDF
2021-12-21
An ASP-based Approach to Answering Natural Language Questions for Texts
Dhruva Pendharkar, Kinjal Basu, Farhad Shakerin, Gopal Gupta
arXiv_CL
arXiv_CL
Knowledge
Pose
GAN
Summarization
PDF
2021-12-20
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation
Sanghyuk Choi, Jeong-in Hwang, Hyungjong Noh, Yeonsoo Lee
arXiv_CL
arXiv_CL
Pose
Summarization
Text_Generation
PDF
2021-12-18
Word Graph Guided Summarization for Radiology Findings
Jinpeng Hu, Jianling Li, Zhihong Chen, Yaling Shen, Yan Song, Xiang Wan, Tsung-Hui Chang
arXiv_CL
arXiv_CL
Salient
Pose
Relation
Summarization
Medical
PDF
2021-12-17
Topic-Aware Encoding for Extractive Summarization
Mingyang Song, Liping Jing
arXiv_CL
arXiv_CL
Represenation_Learning
Pose
Attention
Summarization
PDF
2021-12-16
CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs
Tahmid Hasan, Abhik Bhattacharjee, Wasi Uddin Ahmad, Yuan-Fang Li, Yong-Bin Kang, Rifat Shahriyar
arXiv_CL
arXiv_CL
Knowledge
Pose
Summarization
PDF
2021-12-16
A Proposition-Level Clustering Approach for Multi-Document Summarization
Ori Ernst, Avi Caciularu, Ori Shapira, Ramakanth Pasunuru, Mohit Bansal, Jacob Goldberger, Ido Dagan
arXiv_CL
arXiv_CL
Salient
Summarization
PDF
2021-12-16
Pay More Attention to History: A Context Modeling Strategy for Conversational Text-to-SQL
Yuntao Li, Hanchu Zhang, Yutian Li, Sirui Wang, Wei Wu, Yan Zhang
arXiv_AI
arXiv_AI
Pose
Attention
Summarization
PDF
2021-12-16
CONFIT: Toward Faithful Dialogue Summarization with Linguistically-Informed Contrastive Fine-tuning
Xiangru Tang, Arjun Nair, Borui Wang, Bingyao Wang, Jai Desai, Aaron Wade, Haoran Li, Asli Celikyilmaz, Yashar Mehdad, Dragomir Radev
arXiv_CL
arXiv_CL
Pose
Summarization
PDF
2021-12-16
DOCmT5: Document-Level Pretraining of Multilingual Language Models
Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
Language_Model
PDF
2021-12-16
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization
Litian Zhang, Xiaoming Zhang, Junshu Pan, Feiran Huang
arXiv_AI
arXiv_AI
Pose
Relation
Summarization
PDF
2021-12-16
Neural Content Extraction for Poster Generation of Scientific Papers
Sheng Xu, Xiaojun Wan
arXiv_CL
arXiv_CL
Pose
Action
Summarization
PDF
2021-12-16
Learning Rich Representation of Keyphrases from Text
Mayank Kulkarni, Debanjan Mahata, Ravneet Arora, Rajarshi Bhowmik
arXiv_CL
arXiv_CL
Transformer
Recognition
Action
Relation
Relation_Extraction
Summarization
Language_Model
QA
PDF
2021-12-16
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization
Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
arXiv_CL
arXiv_CL
Pose
Quantitative
Classification
Summarization
QA
PDF
2021-12-15
DSGPT: Domain-Specific Generative Pre-Training of Transformers for Text Generation in E-commerce Title and Review Summarization
Xueying Zhang, Yunjiang Jiang, Yue Shang, Zhaomeng Cheng, Chi Zhang, Xiaochuan Fan, Yun Xiao, Bo Long
arXiv_AI
arXiv_AI
Transformer
Knowledge
Review
Pose
Summarization
Text_Generation
PDF
2021-12-15
LongT5: Efficient Text-To-Text Transformer for Long Sequences
Mandy Guo, Joshua Ainslie, David Uthus, Santiago Ontanon, Jianmo Ni, Yun-Hsuan Sung, Yinfei Yang
arXiv_CL
arXiv_CL
Transformer
Attention
Summarization
PDF
2021-12-14
Massive-scale Decoding for Text Generation using Lattices
Jiacheng Xu, Greg Durrett
arXiv_CL
arXiv_CL
Summarization
Text_Generation
PDF
2021-12-14
Exploring Neural Models for Query-Focused Summarization
Jesse Vig, Alexander R. Fabbri, Wojciech Kryściński
arXiv_CL
arXiv_CL
Quantitative
Summarization
PDF
2021-12-14
Reinforcing Semantic-Symmetry for Document Summarization
Mingyang Song, Liping Jing
arXiv_CL
arXiv_CL
Reinforcement_Learning
Represenation_Learning
Salient
Pose
Summarization
PDF
2021-12-14
Scaling Up Query-Focused Summarization to Meet Open-Domain Question Answering
Weijia Zhang, Svitlana Vakulenko, Thilina Rajapakse, Evangelos Kanoulas
arXiv_CL
arXiv_CL
Pose
Summarization
Text_Generation
PDF
2021-12-14
Reinforced Abstractive Summarization with Adaptive Length Controlling
Mingyang Song, Yi Feng, Liping Jing
arXiv_CL
arXiv_CL
Reinforcement_Learning
Salient
Pose
Action
Summarization
PDF
2021-12-13
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing
Shailza Jolly, Pepa Atanasova, Isabelle Augenstein
arXiv_CL
arXiv_CL
Unsupervised
Pose
Summarization
PDF
2021-12-12
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation
Patrick Huber, Linzi Xing, Giuseppe Carenini
arXiv_AI
arXiv_AI
Segmentation
Pose
Sentiment
Summarization
PDF
2021-12-10
Human Interpretation and Exploitation of Self-attention Patterns in Transformers: A Case Study in Extractive Summarization
Raymond Li, Wen Xiao, Lanjun Wang, Giuseppe Carenini
arXiv_AI
arXiv_AI
Transformer
Bert
Knowledge
Pose
Attention
Summarization
PDF
2021-12-10
Findings on Conversation Disentanglement
Rongxin Zhu, Jey Han Lau, Jianzhong Qi
arXiv_CL
arXiv_CL
Transformer
Bert
Classification
Summarization
PDF
2021-12-09
Spinning Language Models for Propaganda-As-A-Service
Eugene Bagdasaryan, Vitaly Shmatikov
arXiv_CL
arXiv_CL
Embedding
Adversarial
Pose
Sentiment
GAN
Summarization
Language_Model
PDF
2021-12-08
Bidimensional Leaderboards: Generate and Evaluate Language Hand in Hand
Jungo Kasai, Keisuke Sakaguchi, Ronan Le Bras, Lavinia Dunagan, Jacob Morrison, Alexander R. Fabbri, Yejin Choi, Noah A. Smith
arXiv_CL
arXiv_CL
Image_Caption
Pose
Relation
Summarization
Caption
PDF
2021-12-07
A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing
Yanjun Gao, Dmitriy Dligach, Leslie Christensen, Samuel Tesch, Ryan Laffin, Dongfang Xu, Timothy Miller, Ozlem Uzuner, Matthew M Churpek, Majid Afshar
arXiv_AI
arXiv_AI
Recognition
Review
Attention
Summarization
Medical
PDF
2021-12-07
Change Summarization of Diachronic Scholarly Paper Collections by Semantic Evolution Analysis
Naman Paharia, Muhammad Syafiq Mohd Pozi, Adam Jatowt
arXiv_CL
arXiv_CL
Summarization
PDF
2021-12-07
Improving Neural Cross-Lingual Summarization via Employing Optimal Transport Distance for Knowledge Distillation
Thong Nguyen, Luu Anh Tuan
arXiv_CL
arXiv_CL
Knowledge
Pose
Relation
Attention
Summarization
PDF
2021-12-06
An unsupervised extractive summarization method based on multi-round computation
Dehao Tao, Yingzhu Xiong, Jin He, Skevin, Yongfeng Huang
arXiv_AI
arXiv_AI
Unsupervised
Pose
Deep_Learning
Attention
Summarization
PDF
2021-12-06
Team Hitachi @ AutoMin 2021: Reference-free Automatic Minuting Pipeline with Argument Structure Construction over Topic-based Summarization
Atsuki Yamaguchi, Gaku Morio, Hiroaki Ozaki, Ken-ichi Yokote, Kenji Nagamatsu
arXiv_AI
arXiv_AI
Pose
GAN
Summarization
PDF
2021-12-05
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark
Xuanli He, Qiongkai Xu, Lingjuan Lyu, Fangzhao Wu, Chenguang Wang
arXiv_CL
arXiv_CL
Image_Caption
Pose
Action
Summarization
Text_Generation
Caption
PDF
2021-12-03
The Influence of Data Pre-processing and Post-processing on Long Document Summarization
Xinwei Du, Kailun Dong, Yuchen Zhang, Yongsheng Li, Ruei-Yu Tsay
arXiv_AI
arXiv_AI
Transformer
Attention
Summarization
PDF
2021-12-02
InfoLM: A New Metric to Evaluate Summarization & Data2Text Generation
Pierre Colombo, Chloe Clave, Pablo Piantanida
arXiv_AI
arXiv_AI
Relation
Summarization
Text_Generation
Language_Model
PDF
2021-12-02
AST-Transformer: Encoding Abstract Syntax Trees Efficiently for Code Summarization
Ze Tang, Chuanyi Li, Jidong Ge, Xiaoyu Shen, Zheling Zhu, Bin Luo
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
PDF
2021-12-02
CO2Sum:Contrastive Learning for Factual-Consistent Abstractive Summarization
Wei Liu, Huanqin Wu, Wenjing Mu, Zhen Li, Tao Chen, Dan Nie
arXiv_CL
arXiv_CL
Pose
Contrastive_Learning
Summarization
Language_Model
PDF
2021-12-01
Controlling Conditional Language Models with Distributional Policy Gradients
Tomasz Korbak, Hady Elsahar, German Kruszewski, Marc Dymetman
arXiv_CL
arXiv_CL
Self-Supervised
Pose
Summarization
Language_Model
PDF
2021-11-30
KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers
Avi Chawla, Nidhi Mulay, Vikas Bishnoi, Gaurav Dhama
arXiv_CL
arXiv_CL
Transformer
Recognition
Bert
Represenation_Learning
Knowledge
Pose
Summarization
PDF
2021-11-30
Generating Rich Product Descriptions for Conversational E-commerce Systems
Shashank Kedia, Aditya Mantha, Sneha Gupta, Stephen Guo, Kannan Achan
arXiv_CL
arXiv_CL
Embedding
Bert
Speech
Pose
Summarization
PDF
2021-11-27
An analysis of document graph construction methods for AMR summarization
Fei-Tzin Lee, Chris Kedzie, Nakul Verma, Kathleen McKeown
arXiv_CL
arXiv_CL
Pose
Relation
Summarization
PDF
2021-11-25
New Approaches to Long Document Summarization: Fourier Transform Based Attention in a Transformer Model
Andrew Kiruluta, Andreas Lemos, Eric Lundy
arXiv_CL
arXiv_CL
Transformer
Embedding
Attention
Summarization
PDF
2021-11-24
Sparse is Enough in Scaling Transformers
Sebastian Jaszczur, Aakanksha Chowdhery, Afroz Mohiuddin, Łukasz Kaiser, Wojciech Gajewski, Henryk Michalewski, Jonni Kanerva
arXiv_CL
arXiv_CL
Transformer
Sparse
Pose
Attention
Summarization
Inference
PDF
2021-11-24
Knowledge Enhanced Sports Game Summarization
Jiaan Wang, Zhixu Li, Tingyi Zhang, Duo Zheng, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen
arXiv_AI
arXiv_AI
Knowledge
Summarization
PDF
2021-11-23
TWEETSUMM -- A Dialog Summarization Dataset for Customer Service
Guy Feigenblat, Chulaka Gunasekara, Benjamin Sznajder, Sachindra Joshi, David Konopnicki, Ranit Aharonov
arXiv_CL
arXiv_CL
Unsupervised
Pose
Summarization
PDF
2021-11-22
Operations for Autonomous Spacecraft
Rebecca Castano, Tiago Vaquero, Federico Rossi, Vandi Verma, Ellen Van Wyk, Dan Allard, Bennett Huffmann, Erin M. Murphy, Nihal Dhamani, Robert A. Hewitt, Scott Davidoff, Rashied Amini, Anthony Barrett, Julie Castillo-Rogez, Steve A. Chien, Mathieu Choukroun, Alain Dadaian, Raymond Francis, Benjamin Gorr, Mark Hofstadter, Mitch Ingham, Cristina Sorice, Iain Tierney
arXiv_AI
arXiv_AI
Summarization
Autonomous
PDF
2021-11-19
Pointer over Attention: An Improved Bangla Text Summarization Approach Using Hybrid Pointer Generator Network
Nobel Dhar, Gaurob Saha, Prithwiraj Bhattacharjee, Avi Mallick, Md Saiful Islam
arXiv_CL
arXiv_CL
Pose
Attention
Summarization
PDF
2021-11-18
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization
Philippe Laban, Tobias Schnabel, Paul N. Bennett, Marti A. Hearst
arXiv_CL
arXiv_CL
Detection
Summarization
Inference
PDF
2021-11-16
Meeting Summarization with Pre-training and Clustering Methods
Andras Huebner, Wei Ji, Xiang Xiao
arXiv_CL
arXiv_CL
Transformer
Embedding
Summarization
Language_Model
PDF
2021-11-16
Attention-based Multi-hypothesis Fusion for Speech Summarization
Takatomo Kano, Atsunori Ogawa, Marc Delcroix, Shinji Watanabe
arXiv_CL
arXiv_CL
Transformer
Embedding
Recognition
Bert
Speech
Pose
Attention
Summarization
Speech_Recognition
PDF
2021-11-15
Question-Based Salient Span Selection for More Controllable Text Summarization
Daniel Deutsch, Dan Roth
arXiv_CL
arXiv_CL
Salient
Pose
Classification
Summarization
QA
PDF
2021-11-15
Adding more data does not always help: A study in medical conversation summarization with PEGASUS
Varun Nair, Namit Katariya, Xavier Amatriain, Ilya Valmianski, Anitha Kannan
arXiv_AI
arXiv_AI
Transfer_Learning
Action
Classification
Summarization
Medical
PDF
2021-11-14
Code Representation Learning with Pr'ufer Sequences
Tenzin Jinpa, Yong Gao
arXiv_AI
arXiv_AI
Represenation_Learning
Pose
Summarization
PDF
2021-11-13
Robust Deep Reinforcement Learning for Extractive Legal Summarization
Duy-Hung Nguyen, Bao-Sinh Nguyen, Nguyen Viet Dung Nghiem, Dung Tien Le, Mim Amina Khatun, Minh-Tien Nguyen, Hung Le
arXiv_AI
arXiv_AI
Reinforcement_Learning
Optimization
Pose
Summarization
PDF
2021-11-11
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization
Alexander R. Fabbri, Xiaojian Wu, Srini Iyer, Haoran Li, Mona Diab
arXiv_CL
arXiv_CL
Unsupervised
Reinforcement_Learning
Pose
Summarization
QA
PDF
2021-11-05
Dialogue Inspectional Summarization with Factual Inconsistency Awareness
Leilei Gan, Yating Zhang, Kun Kuang, Lin Yuan, Shuo Li, Changlong Sun, Xiaozhong Liu, Fei Wu
arXiv_AI
arXiv_AI
Regularization
Knowledge
Pose
Summarization
Medical
PDF
2021-11-03
SERC: Syntactic and Semantic Sequence based Event Relation Classification
Kritika Venkatachalam, Raghava Mutharaju, Sumit Bhatia
arXiv_CL
arXiv_CL
RNN
Speech
Pose
Classification
Relation
Summarization
PDF
2021-10-26
s2s-ft: Fine-Tuning Pretrained Transformer Encoders for Sequence-to-Sequence Learning
Hangbo Bao, Li Dong, Wenhui Wang, Nan Yang, Furu Wei
arXiv_CL
arXiv_CL
Transformer
Bert
Summarization
PDF
2021-10-25
TODSum: Task-Oriented Dialogue Summarization with State Tracking
Lulu Zhao, Fujia Zheng, Keqing He, Weihao Zeng, Yuejie Lei, Huixing Jiang, Wei Wu, Weiran Xu, Jun Guo, Fanyu Meng
arXiv_AI
arXiv_AI
Tracking
Knowledge
Review
Pose
Attention
Summarization
PDF
2021-10-25
SgSum: Transforming Multi-document Summarization into Sub-graph Selection
Moye Chen, Wei Li, Jiachen Liu, Xinyan Xiao, Hua Wu, Haifeng Wang
arXiv_CL
arXiv_CL
Salient
Pose
Relation
Summarization
PDF
2021-10-22
Lightweight Decoding Strategies for Increasing Specificity
Katy Ilonka Gero, Chris Kedzie, Savvas Petridis, Lydia Chilton
arXiv_CL
arXiv_CL
Unsupervised
Pose
Summarization
Language_Model
PDF
2021-10-21
Fast Graph Sampling for Short Video Summarization using Gershgorin Disc Alignment
Sadid Sahami (1), Gene Cheung (2), Chia-Wen Lin (1) ((1) National Tsing Hua University, (2) York University)
arXiv_CV
arXiv_CV
Reconstruction
Summarization
PDF
2021-10-21
Topic-Guided Abstractive Multi-Document Summarization
Peng Cui, Le Hu
arXiv_AI
arXiv_AI
Pose
Action
Relation
Summarization
PDF
2021-10-21
Improving Non-autoregressive Generation with Mixup Training
Ting Jiang, Shaohan Huang, Zihan Zhang, Deqing Wang, Fuzhen Zhuang, Furu Wei, Haizhen Huang, Liangjie Zhang, Qi Zhang
arXiv_CL
arXiv_CL
Transformer
Pose
Summarization
Inference
Language_Model
PDF
2021-10-21
CNewSum: A Large-scale Chinese News Summarization Dataset with Human-annotated Adequacy and Deducibility Level
Danqing Wang, Jiaze Chen, Xianze Wu, Hao Zhou, Lei Li
arXiv_CL
arXiv_CL
Summarization
PDF
2021-10-20
Overview of the 2021 Key Point Analysis Shared Task
Roni Friedman, Lena Dankin, Yufang Hou, Ranit Aharonov, Yoav Katz, Noam Slonim
arXiv_CL
arXiv_CL
GAN
Summarization
PDF
2021-10-18
Result Diversification by Multi-objective Evolutionary Algorithms with Theoretical Guarantees
Chao Qian, Dan-Xuan Liu, Zhi-Hua Zhou
arXiv_AI
arXiv_AI
Optimization
Pose
Summarization
PDF
2021-10-17
Providing a Philosophical Critique and Guidance of Fairness Metrics
Henry Cerbone
arXiv_RO
arXiv_RO
Pose
Summarization
PDF
2021-10-17
Fine-Grained Opinion Summarization with Minimal Supervision
Suyu Ge, Jiaxin Huang, Yu Meng, Sharon Wang, Jiawei Han
arXiv_CL
arXiv_CL
Embedding
Pose
Quantitative
Sentiment
Summarization
PDF
2021-10-17
A Survey on Awesome Korean NLP Datasets
Byunghyun Ban
arXiv_CL
arXiv_CL
Survey
Summarization
PDF
2021-10-16
FrugalScore: Learning Cheaper, Lighter and Faster Evaluation Metricsfor Automatic Text Generation
Moussa Kamal Eddine, Guokan Shang, Antoine J.-P. Tixier, Michalis Vazirgiannis
arXiv_CL
arXiv_CL
Bert
Pose
Summarization
Text_Generation
Language_Model
PDF
2021-10-16
PAGnol: An Extra-Large French Generative Model
Julien Launay, E.L. Tommasone, Baptiste Pannier, François Boniface, Amélie Chatelain, Alessandro Cappelli, Iacopo Poli, Djamé Seddah
arXiv_CL
arXiv_CL
OCR
Bert
Summarization
PDF
2021-10-16
PRIMER: Pyramid-based Masked Sentence Pre-training for Multi-document Summarization
Wen Xiao, Iz Beltagy, Giuseppe Carenini, Arman Cohan
arXiv_CL
arXiv_CL
Zero-Shot
Salient
Pose
Few-Shot
Attention
Summarization
PDF
2021-10-16
Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed H. Awadallah, Dragomir Radev, Rui Zhang
arXiv_CL
arXiv_CL
Salient
Pose
Summarization
Language_Model